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ORCIDBibTeX records: Islem Rekik
@proceedings{DBLP:conf/mlmi-ws/2023-1,
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14348},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-45673-2},
doi = {10.1007/978-3-031-45673-2},
isbn = {978-3-031-45672-5},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlmi-ws/2023-2,
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-45676-3},
doi = {10.1007/978-3-031-45676-3},
isbn = {978-3-031-45675-6},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01383,
author = {Michalis Pistos and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
title = {Predicting Infant Brain Connectivity with Federated Multi-Trajectory
GNNs using Scarce Data},
journal = {CoRR},
volume = {abs/2401.01383},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01383},
doi = {10.48550/ARXIV.2401.01383},
eprinttype = {arXiv},
eprint = {2401.01383},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09139,
author = {Geng Chen and
Qingyue Wang and
Islem Rekik},
title = {Metadata-Driven Federated Learning of Connectional Brain Templates
in Non-IID Multi-Domain Scenarios},
journal = {CoRR},
volume = {abs/2403.09139},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09139},
doi = {10.48550/ARXIV.2403.09139},
eprinttype = {arXiv},
eprint = {2403.09139},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/GurlerGRI23,
author = {Zeynep G{\"{u}}rler and
Mohammed Amine Gharsallaoui and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Template-based graph registration network for boosting the diagnosis
of brain connectivity disorders},
journal = {Comput. Medical Imaging Graph.},
volume = {103},
pages = {102140},
year = {2023},
url = {https://doi.org/10.1016/j.compmedimag.2022.102140},
doi = {10.1016/J.COMPMEDIMAG.2022.102140},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/GurlerGRI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/KurucuRI23,
author = {Mert Can Kurucu and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Graph neural network based unsupervised influential sample selection
for brain multigraph population fusion},
journal = {Comput. Medical Imaging Graph.},
volume = {108},
pages = {102274},
year = {2023},
url = {https://doi.org/10.1016/j.compmedimag.2023.102274},
doi = {10.1016/J.COMPMEDIMAG.2023.102274},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/KurucuRI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DemirbilekRI23,
author = {Oytun Demirbilek and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Predicting the evolution trajectory of population-driven connectional
brain templates using recurrent multigraph neural networks},
journal = {Medical Image Anal.},
volume = {83},
pages = {102649},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102649},
doi = {10.1016/J.MEDIA.2022.102649},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/DemirbilekRI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChaariCR23,
author = {Nada Chaari and
Hatice Camg{\"{o}}z{-}Akdag and
Islem Rekik},
title = {Comparative survey of multigraph integration methods for holistic
brain connectivity mapping},
journal = {Medical Image Anal.},
volume = {85},
pages = {102741},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102741},
doi = {10.1016/J.MEDIA.2023.102741},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/ChaariCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BessadokMR23,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Graph Neural Networks in Network Neuroscience},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {5},
pages = {5833--5848},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3209686},
doi = {10.1109/TPAMI.2022.3209686},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/BessadokMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/GurlerR23,
author = {Zeynep G{\"{u}}rler and
Islem Rekik},
title = {Federated Brain Graph Evolution Prediction Using Decentralized Connectivity
Datasets With Temporally-Varying Acquisitions},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {7},
pages = {2022--2031},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3225083},
doi = {10.1109/TMI.2022.3225083},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/GurlerR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ProiosYBERT23,
author = {Dimitrios Proios and
Anthony Yazdani and
Alban Bornet and
Julien Ehrsam and
Islem Rekik and
Douglas Teodoro},
title = {Leveraging patient similarities via graph neural networks to predict
phenotypes from temporal data},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302556},
doi = {10.1109/DSAA60987.2023.10302556},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ProiosYBERT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GundogduR23,
author = {Emircan G{\"{u}}ndogdu and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {Template-Based Federated Multiview Domain Alignment for Predicting
Heterogeneous Brain Graph Evolution Trajectories from Baseline},
booktitle = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
pages = {14--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0\_2},
doi = {10.1007/978-3-031-46005-0\_2},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GundogduR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JiR23,
author = {Jia Ji and
Islem Rekik},
editor = {Anirban Mukhopadhyay and
Ilkay {\"{O}}ks{\"{u}}z and
Sandy Engelhardt and
Dajiang Zhu and
Yixuan Yuan},
title = {Federated Multimodal and Multiresolution Graph Integration for Connectional
Brain Template Learning},
booktitle = {Deep Generative Models - Third {MICCAI} Workshop, {DGM4MICCAI} 2023,
Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada, October
8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14533},
pages = {14--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53767-7\_2},
doi = {10.1007/978-3-031-53767-7\_2},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/JiR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AdnelR23,
author = {Christopher Adnel and
Islem Rekik},
editor = {Zhiyun Xue and
Sameer K. Antani and
Ghada Zamzmi and
Feng Yang and
Sivaramakrishnan Rajaraman and
Sharon Xiaolei Huang and
Marius George Linguraru and
Zhaohui Liang},
title = {Affordable Graph Neural Network Framework Using Topological Graph
Contraction},
booktitle = {Medical Image Learning with Limited and Noisy Data - Second International
Workshop, MILLanD 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14307},
pages = {35--46},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44917-8\_4},
doi = {10.1007/978-3-031-44917-8\_4},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AdnelR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BayramCR23,
author = {Hizir Can Bayram and
Mehmet Serdar {\c{C}}elebi and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {RepNet for Quantifying the Reproducibility of Graph Neural Networks
in Multiview Brain Connectivity Biomarker Discovery},
booktitle = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
pages = {35--45},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0\_4},
doi = {10.1007/978-3-031-46005-0\_4},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BayramCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RajadhyakshaR23,
author = {Nishant Rajadhyaksha and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {Diffusion-Based Graph Super-Resolution with Application to Connectomics},
booktitle = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
pages = {96--107},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0\_9},
doi = {10.1007/978-3-031-46005-0\_9},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RajadhyakshaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PistosLLSR23,
author = {Michalis Pistos and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {Federated Multi-trajectory GNNs Under Data Limitations for Baby Brain
Connectivity Forecasting},
booktitle = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
pages = {120--133},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0\_11},
doi = {10.1007/978-3-031-46005-0\_11},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PistosLLSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XuR23,
author = {Chun Xu and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {Federated Multi-domain {GNN} Network for Brain Multigraph Generation},
booktitle = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
pages = {194--205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0\_17},
doi = {10.1007/978-3-031-46005-0\_17},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/XuR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TurksevenRTH23,
author = {Doga T{\"{u}}rkseven and
Islem Rekik and
Christoph von Tycowicz and
Martin Hanik},
editor = {Christian Wachinger and
Beatriz Paniagua and
Shireen Y. Elhabian and
Jianning Li and
Jan Egger},
title = {Predicting Shape Development: {A} Riemannian Method},
booktitle = {Shape in Medical Imaging - International Workshop, ShapeMI 2023, Held
in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada, October
8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14350},
pages = {211--222},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46914-5\_17},
doi = {10.1007/978-3-031-46914-5\_17},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/TurksevenRTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/GhileaR23,
author = {Ramona Ghilea and
Islem Rekik},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Replica-Based Federated Learning with Heterogeneous Architectures
for Graph Super-Resolution},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {273--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_28},
doi = {10.1007/978-3-031-45676-3\_28},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/GhileaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/clip-ws/2023,
editor = {Stefan Wesarg and
Esther Puyol{-}Ant{\'{o}}n and
John S. H. Baxter and
Marius Erdt and
Klaus Drechsler and
Cristina Oyarzun Laura and
Moti Freiman and
Yufei Chen and
Islem Rekik and
Roy Eagleson and
Aasa Feragen and
Andrew P. King and
Veronika Cheplygina and
Melanie Ganz{-}Benjaminsen and
Enzo Ferrante and
Ben Glocker and
Daniel Moyer and
Eike Petersen},
title = {Clinical Image-Based Procedures, Fairness of {AI} in Medical Imaging,
and Ethical and Philosophical Issues in Medical Imaging - 12th International
Workshop, {CLIP} 2023 1st International Workshop, {FAIMI} 2023 and
2nd International Workshop, {EPIMI} 2023 Vancouver, BC, Canada, October
8 and October 12, 2023 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45249-9},
doi = {10.1007/978-3-031-45249-9},
isbn = {978-3-031-45248-2},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clip-ws/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2023prime,
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas and
Ghada Zamzmi},
title = {Predictive Intelligence in Medicine - 6th International Workshop,
{PRIME} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14277},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46005-0},
doi = {10.1007/978-3-031-46005-0},
isbn = {978-3-031-46004-3},
timestamp = {Wed, 11 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2023prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12325,
author = {Karim Lekadir and
Aasa Feragen and
Abdul Joseph Fofanah and
Alejandro F. Frangi and
Alena Buyx and
Anais Emelie and
Andrea Lara and
Antonio R. Porras and
An{-}Wen Chan and
Arcadi Navarro and
Ben Glocker and
Benard Ohene Botwe and
Bishesh Khanal and
Brigit Beger and
Carol C. Wu and
Celia Cintas and
Curtis P. Langlotz and
Daniel Rueckert and
Deogratias Mzurikwao and
Dimitrios I. Fotiadis and
Doszhan Zhussupov and
Enzo Ferrante and
Erik Meijering and
Eva Weicken and
Fabio A. Gonz{\'{a}}lez and
Folkert W. Asselbergs and
Fred W. Prior and
Gabriel P. Krestin and
Gary S. Collins and
Geletaw Sahle Tegenaw and
Georgios Kaissis and
Gianluca Misuraca and
Gianna Tsakou and
Girish Dwivedi and
Haridimos Kondylakis and
Harsha Jayakody and
Henry C. Woodruff and
Hugo J. W. L. Aerts and
Ian Walsh and
Ioanna Chouvarda and
Ir{\`{e}}ne Buvat and
Islem Rekik and
James S. Duncan and
Jayashree Kalpathy{-}Cramer and
Jihad Zahir and
Jinah Park and
John Mongan and
Judy W. Gichoya and
Julia A. Schnabel and
et al.},
title = {{FUTURE-AI:} International consensus guideline for trustworthy and
deployable artificial intelligence in healthcare},
journal = {CoRR},
volume = {abs/2309.12325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12325},
doi = {10.48550/ARXIV.2309.12325},
eprinttype = {arXiv},
eprint = {2309.12325},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18689,
author = {Bobby Azad and
Reza Azad and
Sania Eskandari and
Afshin Bozorgpour and
Amirhossein Kazerouni and
Islem Rekik and
Dorit Merhof},
title = {Foundational Models in Medical Imaging: {A} Comprehensive Survey and
Future Vision},
journal = {CoRR},
volume = {abs/2310.18689},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18689},
doi = {10.48550/ARXIV.2310.18689},
eprinttype = {arXiv},
eprint = {2310.18689},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16542,
author = {Christopher Adnel and
Islem Rekik},
title = {{FALCON:} Feature-Label Constrained Graph Net Collapse for Memory
Efficient GNNs},
journal = {CoRR},
volume = {abs/2312.16542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.16542},
doi = {10.48550/ARXIV.2312.16542},
eprinttype = {arXiv},
eprint = {2312.16542},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-16542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17159,
author = {Ramona Ghilea and
Islem Rekik},
title = {Replica Tree-based Federated Learning using Limited Data},
journal = {CoRR},
volume = {abs/2312.17159},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17159},
doi = {10.48550/ARXIV.2312.17159},
eprinttype = {arXiv},
eprint = {2312.17159},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/NebliGGRI22,
author = {Ahmed Nebli and
Mohammed Amine Gharsallaoui and
Zeynep G{\"{u}}rler and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Quantifying the reproducibility of graph neural networks using multigraph
data representation},
journal = {Neural Networks},
volume = {148},
pages = {254--265},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.01.018},
doi = {10.1016/J.NEUNET.2022.01.018},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/NebliGGRI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChaariGAR22,
author = {Nada Chaari and
Mohammed Amine Gharsallaoui and
Hatice Camg{\"{o}}z{-}Akdag and
Islem Rekik},
title = {Multigraph classification using learnable integration network with
application to gender fingerprinting},
journal = {Neural Networks},
volume = {151},
pages = {250--263},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.035},
doi = {10.1016/J.NEUNET.2022.03.035},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ChaariGAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/AbdallahMR22,
author = {Jawher Ben Abdallah and
Linda Marrakchi{-}Kacem and
Islem Rekik},
title = {Training Hacks and a Frugal Man's Net with Application to Glioblastoma
Segmentation},
booktitle = {6th International Conference on Advanced Technologies for Signal and
Image Processing, {ATSIP} 2022, Sfax, Tunisia, May 24-27, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ATSIP55956.2022.9805950},
doi = {10.1109/ATSIP55956.2022.9805950},
timestamp = {Fri, 01 Jul 2022 15:28:36 +0200},
biburl = {https://dblp.org/rec/conf/atsip/AbdallahMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GurlerR22,
author = {Zeynep G{\"{u}}rler and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Federated Time-Dependent {GNN} Learning from Brain Connectivity Data
with Missing Timepoints},
booktitle = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
pages = {1--12},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9\_1},
doi = {10.1007/978-3-031-16919-9\_1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GurlerR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CinarHBR22,
author = {Ece Cinar and
Sinem Elif Haseki and
Alaa Bessadok and
Islem Rekik},
editor = {Luigi Manfredi and
Seyed{-}Ahmad Ahmadi and
Michael M. Bronstein and
Anees Kazi and
Davide Lomanto and
Alwyn Mathew and
Ludovic Magerand and
Kamilia Mullakaeva and
Bartlomiej W. Papiez and
Russell H. Taylor and
Emanuele Trucco},
title = {Deep Cross-Modality and Resolution Graph Integration for Universal
Brain Connectivity Mapping and Augmentation},
booktitle = {Imaging Systems for {GI} Endoscopy, and Graphs in Biomedical Image
Analysis - First {MICCAI} Workshop, {ISGIE} 2022, and Fourth {MICCAI}
Workshop, {GRAIL} 2022, Held in Conjunction with {MICCAI} 2022, Singapore,
September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13754},
pages = {89--98},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21083-9\_9},
doi = {10.1007/978-3-031-21083-9\_9},
timestamp = {Tue, 21 Mar 2023 20:53:55 +0100},
biburl = {https://dblp.org/rec/conf/miccai/CinarHBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YurekliDR22,
author = {Selim Y{\"{u}}rekli and
Mehmet Arif Demirtas and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Quantifying the Predictive Uncertainty of Regression {GNN} Models
Under Target Domain Shifts},
booktitle = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
pages = {149--159},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9\_14},
doi = {10.1007/978-3-031-16919-9\_14},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/YurekliDR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BalikRR22,
author = {Mehmet Yigit Balik and
Arwa Rekik and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Investigating the Predictive Reproducibility of Federated Graph Neural
Networks Using Medical Datasets},
booktitle = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
pages = {160--171},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9\_15},
doi = {10.1007/978-3-031-16919-9\_15},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BalikRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PalaR22,
author = {Furkan Pala and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Predicting Brain Multigraph Population from a Single Graph Template
for Boosting One-Shot Classification},
booktitle = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
pages = {191--202},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9\_18},
doi = {10.1007/978-3-031-16919-9\_18},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PalaR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JeghamR22,
author = {Imen Jegham and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores
Using Graph Neural Networks and Meta-learning},
booktitle = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
pages = {203--211},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9\_19},
doi = {10.1007/978-3-031-16919-9\_19},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/JeghamR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WangYRZ22,
author = {Xuesong Wang and
Lina Yao and
Islem Rekik and
Yu Zhang},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Contrastive Functional Connectivity Graph Learning for Population-based
fMRI Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13431},
pages = {221--230},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16431-6\_21},
doi = {10.1007/978-3-031-16431-6\_21},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WangYRZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DuranBR22,
author = {Fatih Said Duran and
Abdurrahman Beyaz and
Islem Rekik},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Dual-HINet: Dual Hierarchical Integration Network of Multigraphs for
Connectional Brain Template Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13431},
pages = {305--314},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16431-6\_29},
doi = {10.1007/978-3-031-16431-6\_29},
timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DuranBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022prime,
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Celia Cintas},
title = {Predictive Intelligence in Medicine - 5th International Workshop,
{PRIME} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13564},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16919-9},
doi = {10.1007/978-3-031-16919-9},
isbn = {978-3-031-16918-2},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2022prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022decaf,
editor = {Shadi Albarqouni and
Spyridon Bakas and
Sophia Bano and
M. Jorge Cardoso and
Bishesh Khanal and
Bennett A. Landman and
Xiaoxiao Li and
Chen Qin and
Islem Rekik and
Nicola Rieke and
Holger Roth and
Debdoot Sheet and
Daguang Xu},
title = {Distributed, Collaborative, and Federated Learning, and Affordable
{AI} and Healthcare for Resource Diverse Global Health - Third {MICCAI}
Workshop, DeCaF 2022, and Second {MICCAI} Workshop, {FAIR} 2022, Held
in Conjunction with {MICCAI} 2022, Singapore, September 18 and 22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13573},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18523-6},
doi = {10.1007/978-3-031-18523-6},
isbn = {978-3-031-18522-9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2022decaf.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022mlmi,
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Zhiming Cui},
title = {Machine Learning in Medical Imaging - 13th International Workshop,
{MLMI} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13583},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21014-3},
doi = {10.1007/978-3-031-21014-3},
isbn = {978-3-031-21013-6},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2022mlmi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022epimi,
editor = {John S. H. Baxter and
Islem Rekik and
Roy Eagleson and
Luping Zhou and
Tanveer F. Syeda{-}Mahmood and
Hongzhi Wang and
Mustafa Hajij},
title = {Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning
and Fusion Across Scales for Clinical Decision Support, and Topological
Data Analysis for Biomedical Imaging - 1st International Workshop,
{EPIMI} 2022, 12th International Workshop, {ML-CDS} 2022, 2nd International
Workshop, TDA4BiomedicalImaging, Held in Conjunction with {MICCAI}
2022, Singapore, September 18-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13755},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23223-7},
doi = {10.1007/978-3-031-23223-7},
isbn = {978-3-031-23222-0},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2022epimi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12165,
author = {Kelei He and
Chen Gan and
Zhuoyuan Li and
Islem Rekik and
Zihao Yin and
Wen Ji and
Yang Gao and
Qian Wang and
Junfeng Zhang and
Dinggang Shen},
title = {Transformers in Medical Image Analysis: {A} Review},
journal = {CoRR},
volume = {abs/2202.12165},
year = {2022},
url = {https://arxiv.org/abs/2202.12165},
eprinttype = {arXiv},
eprint = {2202.12165},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14044,
author = {Xuesong Wang and
Lina Yao and
Islem Rekik and
Yu Zhang},
title = {Contrastive Graph Learning for Population-based fMRI Classification},
journal = {CoRR},
volume = {abs/2203.14044},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14044},
doi = {10.48550/ARXIV.2203.14044},
eprinttype = {arXiv},
eprint = {2203.14044},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05110,
author = {Nada Chaari and
Hatice Camg{\"{o}}z{-}Akdag and
Islem Rekik},
title = {Comparative Survey of Multigraph Integration Methods for Holistic
Brain Connectivity Mapping},
journal = {CoRR},
volume = {abs/2204.05110},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05110},
doi = {10.48550/ARXIV.2204.05110},
eprinttype = {arXiv},
eprint = {2204.05110},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06005,
author = {Furkan Pala and
Islem Rekik},
title = {Predicting Brain Multigraph Population From a Single Graph Template
for Boosting One-Shot Classification},
journal = {CoRR},
volume = {abs/2209.06005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06005},
doi = {10.48550/ARXIV.2209.06005},
eprinttype = {arXiv},
eprint = {2209.06005},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06032,
author = {Mehmet Yigit Balik and
Arwa Rekik and
Islem Rekik},
title = {Investigating the Predictive Reproducibility of Federated Graph Neural
Networks using Medical Datasets},
journal = {CoRR},
volume = {abs/2209.06032},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06032},
doi = {10.48550/ARXIV.2209.06032},
eprinttype = {arXiv},
eprint = {2209.06032},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13529,
author = {Ece Cinar and
Sinem Elif Haseki and
Alaa Bessadok and
Islem Rekik},
title = {Deep Cross-Modality and Resolution Graph Integration for Universal
Brain Connectivity Mapping and Augmentation},
journal = {CoRR},
volume = {abs/2209.13529},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13529},
doi = {10.48550/ARXIV.2209.13529},
eprinttype = {arXiv},
eprint = {2209.13529},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13530,
author = {Imen Jegham and
Islem Rekik},
title = {Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores
using Graph Neural Networks and Meta-Learning},
journal = {CoRR},
volume = {abs/2209.13530},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13530},
doi = {10.48550/ARXIV.2209.13530},
eprinttype = {arXiv},
eprint = {2209.13530},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04740,
author = {Doga T{\"{u}}rkseven and
Islem Rekik and
Christoph von Tycowicz and
Martin Hanik},
title = {Predicting Shape Development: a Riemannian Method},
journal = {CoRR},
volume = {abs/2212.04740},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04740},
doi = {10.48550/ARXIV.2212.04740},
eprinttype = {arXiv},
eprint = {2212.04740},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07790,
author = {Oben {\"{O}}zg{\"{u}}r and
Arwa Rekik and
Islem Rekik},
title = {Population Template-Based Brain Graph Augmentation for Improving One-Shot
Learning Classification},
journal = {CoRR},
volume = {abs/2212.07790},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07790},
doi = {10.48550/ARXIV.2212.07790},
eprinttype = {arXiv},
eprint = {2212.07790},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NebliR21,
author = {Ahmed Nebli and
Islem Rekik},
title = {Adversarial brain multiplex prediction from a single brain network
with application to gender fingerprinting},
journal = {Medical Image Anal.},
volume = {67},
pages = {101843},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101843},
doi = {10.1016/J.MEDIA.2020.101843},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/NebliR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GhribiLLSR21,
author = {Olfa Ghribi and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
title = {Multi-Regression based supervised sample selection for predicting
baby connectome evolution trajectory from neonatal timepoint},
journal = {Medical Image Anal.},
volume = {68},
pages = {101853},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101853},
doi = {10.1016/J.MEDIA.2020.101853},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/GhribiLLSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BessadokMR21,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Brain graph synthesis by dual adversarial domain alignment and target
graph prediction from a source graph},
journal = {Medical Image Anal.},
volume = {68},
pages = {101902},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101902},
doi = {10.1016/J.MEDIA.2020.101902},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/BessadokMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SchirmerVRKMNRS21,
author = {Markus D. Schirmer and
Archana Venkataraman and
Islem Rekik and
Minjeong Kim and
Stewart H. Mostofsky and
Mary Beth Nebel and
Keri Rosch and
Karen Seymour and
Deana Crocetti and
Hassna Irzan and
Michael H{\"{u}}tel and
S{\'{e}}bastien Ourselin and
Neil Marlow and
Andrew Melbourne and
Egor Levchenko and
Shuo Zhou and
Mwiza Kunda and
Haiping Lu and
Nicha C. Dvornek and
Juntang Zhuang and
Gideon Pinto and
Sandip Samal and
Jennings Zhang and
Jorge L. Bernal{-}Rusiel and
Rudolph Pienaar and
Ai Wern Chung},
title = {Neuropsychiatric disease classification using functional connectomics
- results of the connectomics in neuroimaging transfer learning challenge},
journal = {Medical Image Anal.},
volume = {70},
pages = {101972},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.101972},
doi = {10.1016/J.MEDIA.2021.101972},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/SchirmerVRKMNRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GurbuzR21,
author = {Mustafa Burak Gurbuz and
Islem Rekik},
title = {MGN-Net: {A} multi-view graph normalizer for integrating heterogeneous
biological network populations},
journal = {Medical Image Anal.},
volume = {71},
pages = {102059},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102059},
doi = {10.1016/J.MEDIA.2021.102059},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/GurbuzR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/IsallariR21,
author = {Megi Isallari and
Islem Rekik},
title = {Brain graph super-resolution using adversarial graph neural network
with application to functional brain connectivity},
journal = {Medical Image Anal.},
volume = {71},
pages = {102084},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102084},
doi = {10.1016/J.MEDIA.2021.102084},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/IsallariR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BessadokMR21a,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Brain multigraph prediction using topology-aware adversarial graph
neural network},
journal = {Medical Image Anal.},
volume = {72},
pages = {102090},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102090},
doi = {10.1016/J.MEDIA.2021.102090},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/BessadokMR21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChenRZRPLLLS21,
author = {Gaoxiang Chen and
Jintao Ru and
Yilin Zhou and
Islem Rekik and
Zhifang Pan and
Xiaoming Liu and
Yezhi Lin and
Beichen Lu and
Jialin Shi},
title = {{MTANS:} Multi-Scale Mean Teacher Combined Adversarial Network with
Shape-Aware Embedding for Semi-Supervised Brain Lesion Segmentation},
journal = {NeuroImage},
volume = {244},
pages = {118568},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118568},
doi = {10.1016/J.NEUROIMAGE.2021.118568},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ChenRZRPLLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEssd/BnouniARRSA21,
author = {Nesrine Bnouni and
Hadil Ben Amor and
Islem Rekik and
Mohamed Salah Rhim and
Basel Solaiman and
Najoua Essoukri Ben Amara},
title = {Boosting {CNN} Learning by Ensemble Image Preprocessing Methods for
Cervical Cancer Segmentation},
booktitle = {18th International Multi-Conference on Systems, Signals {\&} Devices,
{SSD} 2021, Monastir, Tunisia, March 22-25, 2021},
pages = {264--269},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSD52085.2021.9429422},
doi = {10.1109/SSD52085.2021.9429422},
timestamp = {Tue, 08 Jun 2021 15:55:47 +0200},
biburl = {https://dblp.org/rec/conf/IEEEssd/BnouniARRSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/MhiriNMR21,
author = {Islem Mhiri and
Ahmed Nebli and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Aasa Feragen and
Stefan Sommer and
Julia A. Schnabel and
Mads Nielsen},
title = {Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic
Brain Mapping},
booktitle = {Information Processing in Medical Imaging - 27th International Conference,
{IPMI} 2021, Virtual Event, June 28-June 30, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12729},
pages = {203--215},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78191-0\_16},
doi = {10.1007/978-3-030-78191-0\_16},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/MhiriNMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BessadokNMLLSR21,
author = {Alaa Bessadok and
Ahmed Nebli and
Mohamed Ali Mahjoub and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {A Few-Shot Learning Graph Multi-trajectory Evolution Network for Forecasting
Multimodal Baby Connectivity Development from a Baseline Timepoint},
booktitle = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {11--24},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9\_2},
doi = {10.1007/978-3-030-87602-9\_2},
timestamp = {Mon, 13 Jun 2022 18:49:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BessadokNMLLSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GuvercinGR21,
author = {Umut Guvercin and
Mohammed Amine Gharsallaoui and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {One Representative-Shot Learning Using a Population-Driven Template
with Application to Brain Connectivity Classification and Evolution
Prediction},
booktitle = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {25--36},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9\_3},
doi = {10.1007/978-3-030-87602-9\_3},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GuvercinGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BayramR21,
author = {Hizir Can Bayram and
Islem Rekik},
editor = {Tanveer F. Syeda{-}Mahmood and
Xiang Li and
Anant Madabhushi and
Hayit Greenspan and
Quanzheng Li and
Richard M. Leahy and
Bin Dong and
Hongzhi Wang},
title = {A Federated Multigraph Integration Approach for Connectional Brain
Template Learning},
booktitle = {Multimodal Learning for Clinical Decision Support - 11th International
Workshop, {ML-CDS} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13050},
pages = {36--47},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89847-2\_4},
doi = {10.1007/978-3-030-89847-2\_4},
timestamp = {Tue, 03 May 2022 08:36:57 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BayramR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PalaMR21,
author = {Furkan Pala and
Islem Mhiri and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {Template-Based Inter-modality Super-Resolution of Brain Connectivity},
booktitle = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {70--82},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9\_7},
doi = {10.1007/978-3-030-87602-9\_7},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PalaMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GharsallaouiTR21,
author = {Mohammed Amine Gharsallaoui and
Furkan Tornaci and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {Investigating and Quantifying the Reproducibility of Graph Neural
Networks in Predictive Medicine},
booktitle = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {104--116},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9\_10},
doi = {10.1007/978-3-030-87602-9\_10},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GharsallaouiTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MhiriMR21,
author = {Islem Mhiri and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Pingkun Yan},
title = {StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain
Graph Alignment and Synthesis},
booktitle = {Machine Learning in Medical Imaging - 12th International Workshop,
{MLMI} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12966},
pages = {140--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87589-3\_15},
doi = {10.1007/978-3-030-87589-3\_15},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MhiriMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TekinNR21,
author = {Alpay Tekin and
Ahmed Nebli and
Islem Rekik},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph
Evaluation Trajectory},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {180--190},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_17},
doi = {10.1007/978-3-030-87722-4\_17},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/TekinNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DemirBR21,
author = {Basar Demir and
Alaa Bessadok and
Islem Rekik},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Inter-domain Alignment for Predicting High-Resolution Brain Networks
Using Teacher-Student Learning},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {203--215},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_19},
doi = {10.1007/978-3-030-87722-4\_19},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DemirBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OzenNR21,
author = {Guris {\"{O}}zen and
Ahmed Nebli and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {FLAT-Net: Longitudinal Brain Graph Evolution Prediction from a Few
Training Representative Templates},
booktitle = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {266--278},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9\_25},
doi = {10.1007/978-3-030-87602-9\_25},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/OzenNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DemirbilekR21,
author = {Oytun Demirbilek and
Islem Rekik},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Recurrent Multigraph Integrator Network for Predicting the Evolution
of Population-Driven Brain Connectivity Templates},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {584--594},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87234-2\_55},
doi = {10.1007/978-3-030-87234-2\_55},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DemirbilekR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2021prime,
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Julia A. Schnabel},
title = {Predictive Intelligence in Medicine - 4th International Workshop,
{PRIME} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12928},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87602-9},
doi = {10.1007/978-3-030-87602-9},
isbn = {978-3-030-87601-2},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2021prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2021mlmi,
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Pingkun Yan},
title = {Machine Learning in Medical Imaging - 12th International Workshop,
{MLMI} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12966},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87589-3},
doi = {10.1007/978-3-030-87589-3},
isbn = {978-3-030-87588-6},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2021mlmi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2021dart,
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4},
doi = {10.1007/978-3-030-87722-4},
isbn = {978-3-030-87721-7},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2021dart.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03895,
author = {Islem Rekik and
Mustafa Burak Gurbuz},
title = {MGN-Net: a multi-view graph normalizer for integrating heterogeneous
biological network populations},
journal = {CoRR},
volume = {abs/2104.03895},
year = {2021},
url = {https://arxiv.org/abs/2104.03895},
eprinttype = {arXiv},
eprint = {2104.03895},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00425,
author = {Megi Isallari and
Islem Rekik},
title = {Brain Graph Super-Resolution Using Adversarial Graph Neural Network
with Application to Functional Brain Connectivity},
journal = {CoRR},
volume = {abs/2105.00425},
year = {2021},
url = {https://arxiv.org/abs/2105.00425},
eprinttype = {arXiv},
eprint = {2105.00425},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02565,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Brain Multigraph Prediction using Topology-Aware Adversarial Graph
Neural Network},
journal = {CoRR},
volume = {abs/2105.02565},
year = {2021},
url = {https://arxiv.org/abs/2105.02565},
eprinttype = {arXiv},
eprint = {2105.02565},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03535,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Graph Neural Networks in Network Neuroscience},
journal = {CoRR},
volume = {abs/2106.03535},
year = {2021},
url = {https://arxiv.org/abs/2106.03535},
eprinttype = {arXiv},
eprint = {2106.03535},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09408,
author = {Martin Hanik and
Mehmet Arif Demirtas and
Mohammed Amine Gharsallaoui and
Islem Rekik},
title = {Predicting cognitive scores with graph neural networks through sample
selection learning},
journal = {CoRR},
volume = {abs/2106.09408},
year = {2021},
url = {https://arxiv.org/abs/2106.09408},
eprinttype = {arXiv},
eprint = {2106.09408},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06281,
author = {Islem Mhiri and
Ahmed Nebli and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic
Brain Mapping},
journal = {CoRR},
volume = {abs/2107.06281},
year = {2021},
url = {https://arxiv.org/abs/2107.06281},
eprinttype = {arXiv},
eprint = {2107.06281},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02248,
author = {Mohammed Amine Gharsallaoui and
Islem Rekik},
title = {Quantifying the Reproducibility of Graph Neural Networks using Multigraph
Brain Data},
journal = {CoRR},
volume = {abs/2109.02248},
year = {2021},
url = {https://arxiv.org/abs/2109.02248},
eprinttype = {arXiv},
eprint = {2109.02248},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07739,
author = {Seymanur Akti and
Dogay Kamar and
{\"{O}}zg{\"{u}}r Anil {\"{O}}zl{\"{u}} and
Ihsan Soydemir and
Muhammet Akcan and
Abdullah Kul and
Islem Rekik},
title = {A Comparative Study of Machine Learning Methods for Predicting the
Evolution of Brain Connectivity from a Baseline Timepoint},
journal = {CoRR},
volume = {abs/2109.07739},
year = {2021},
url = {https://arxiv.org/abs/2109.07739},
eprinttype = {arXiv},
eprint = {2109.07739},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03452,
author = {Basar Demir and
Alaa Bessadok and
Islem Rekik},
title = {Inter-Domain Alignment for Predicting High-Resolution Brain Networks
Using Teacher-Student Learning},
journal = {CoRR},
volume = {abs/2110.03452},
year = {2021},
url = {https://arxiv.org/abs/2110.03452},
eprinttype = {arXiv},
eprint = {2110.03452},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03453,
author = {Oytun Demirbilek and
Islem Rekik},
title = {Recurrent Multigraph Integrator Network for Predicting the Evolution
of Population-Driven Brain Connectivity Templates},
journal = {CoRR},
volume = {abs/2110.03453},
year = {2021},
url = {https://arxiv.org/abs/2110.03453},
eprinttype = {arXiv},
eprint = {2110.03453},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03535,
author = {Alaa Bessadok and
Ahmed Nebli and
Mohamed Ali Mahjoub and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
title = {A Few-shot Learning Graph Multi-Trajectory Evolution Network for Forecasting
Multimodal Baby Connectivity Development from a Baseline Timepoint},
journal = {CoRR},
volume = {abs/2110.03535},
year = {2021},
url = {https://arxiv.org/abs/2110.03535},
eprinttype = {arXiv},
eprint = {2110.03535},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04279,
author = {Islem Mhiri and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain
Graph Alignment and Synthesis},
journal = {CoRR},
volume = {abs/2110.04279},
year = {2021},
url = {https://arxiv.org/abs/2110.04279},
eprinttype = {arXiv},
eprint = {2110.04279},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11237,
author = {Alpay Tekin and
Ahmed Nebli and
Islem Rekik},
title = {Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph
Evaluation Trajectory},
journal = {CoRR},
volume = {abs/2110.11237},
year = {2021},
url = {https://arxiv.org/abs/2110.11237},
eprinttype = {arXiv},
eprint = {2110.11237},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11238,
author = {Umut Guvercin and
Mohammed Amine Gharsallaoui and
Islem Rekik},
title = {One Representative-Shot Learning Using a Population-Driven Template
with Application to Brain Connectivity Classification and Evolution
Prediction},
journal = {CoRR},
volume = {abs/2110.11238},
year = {2021},
url = {https://arxiv.org/abs/2110.11238},
eprinttype = {arXiv},
eprint = {2110.11238},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DhifallahRI20,
author = {Salma Dhifallah and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Estimation of connectional brain templates using selective multi-view
network normalization},
journal = {Medical Image Anal.},
volume = {59},
year = {2020},
url = {https://doi.org/10.1016/j.media.2019.101567},
doi = {10.1016/J.MEDIA.2019.101567},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/DhifallahRI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MhiriR20,
author = {Islem Mhiri and
Islem Rekik},
title = {Joint functional brain network atlas estimation and feature selection
for neurological disorder diagnosis with application to autism},
journal = {Medical Image Anal.},
volume = {60},
year = {2020},
url = {https://doi.org/10.1016/j.media.2019.101596},
doi = {10.1016/J.MEDIA.2019.101596},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/MhiriR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BenkarimPRHESLB20,
author = {Oualid M. Benkarim and
Gemma Piella and
Islem Rekik and
Nadine Hahner and
Elisenda Eixarch and
Dinggang Shen and
Gang Li and
Miguel {\'{A}}ngel Gonz{\'{a}}lez Ballester and
Gerard Sanroma},
title = {A novel approach to multiple anatomical shape analysis: Application
to fetal ventriculomegaly},
journal = {Medical Image Anal.},
volume = {64},
pages = {101750},
year = {2020},
url = {https://doi.org/10.1016/j.media.2020.101750},
doi = {10.1016/J.MEDIA.2020.101750},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BenkarimPRHESLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MhiriKMR20,
author = {Islem Mhiri and
Anouar Ben Khalifa and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Brain graph super-resolution for boosting neurological disorder diagnosis
using unsupervised multi-topology connectional brain template learning},
journal = {Medical Image Anal.},
volume = {65},
pages = {101768},
year = {2020},
url = {https://doi.org/10.1016/j.media.2020.101768},
doi = {10.1016/J.MEDIA.2020.101768},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/MhiriKMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChenLSRP20,
author = {Gaoxiang Chen and
Qun Li and
Fuqian Shi and
Islem Rekik and
Zhifang Pan},
title = {{RFDCR:} Automated brain lesion segmentation using cascaded random
forests with dense conditional random fields},
journal = {NeuroImage},
volume = {211},
pages = {116620},
year = {2020},
url = {https://doi.org/10.1016/j.neuroimage.2020.116620},
doi = {10.1016/J.NEUROIMAGE.2020.116620},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ChenLSRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GeorgesMRI20,
author = {Nicolas Georges and
Islem Mhiri and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
title = {Identifying the best data-driven feature selection method for boosting
reproducibility in classification tasks},
journal = {Pattern Recognit.},
volume = {101},
pages = {107183},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2019.107183},
doi = {10.1016/J.PATCOG.2019.107183},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GeorgesMRI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MadineRW20,
author = {Mohammad Moussa Madine and
Islem Rekik and
Naoufel Werghi},
title = {Diagnosing Autism Using {T1-W} {MRI} With Multi-Kernel Learning and
Hypergraph Neural Network},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
Abu Dhabi, United Arab Emirates, October 25-28, 2020},
pages = {438--442},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIP40778.2020.9190924},
doi = {10.1109/ICIP40778.2020.9190924},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/MadineRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BnouniRRA20,
author = {Nesrine Bnouni and
Islem Rekik and
Mohamed Salah Rhim and
Najoua Essoukri Ben Amara},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Context-Aware Synergetic Multiplex Network for Multi-organ Segmentation
of Cervical Cancer {MRI}},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {1--11},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_1},
doi = {10.1007/978-3-030-59354-4\_1},
timestamp = {Mon, 13 Jun 2022 18:49:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BnouniRRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GoktasBR20,
author = {Ahmet Serkan Goktas and
Alaa Bessadok and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Residual Embedding Similarity-Based Network Selection for Predicting
Brain Network Evolution Trajectory from a Single Observation},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {12--23},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_2},
doi = {10.1007/978-3-030-59354-4\_2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GoktasBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SoussiaWZJKHWLW20,
author = {Mayssa Soussia and
Xuyun Wen and
Zhen Zhou and
Bing Jin and
Tae{-}Eui Kam and
Li{-}Ming Hsu and
Zhengwang Wu and
Gang Li and
Li Wang and
Islem Rekik and
Weili Lin and
Dinggang Shen and
Han Zhang},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {A Computational Framework for Dissociating Development-Related from
Individually Variable Flexibility in Regional Modularity Assignment
in Early Infancy},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {13--21},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_2},
doi = {10.1007/978-3-030-59728-3\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SoussiaWZJKHWLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NebliR20,
author = {Ahmed Nebli and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Adversarial Brain Multiplex Prediction from a Single Network for High-Order
Connectional Gender-Specific Brain Mapping},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {24--34},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_3},
doi = {10.1007/978-3-030-59354-4\_3},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NebliR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BankaBR20,
author = {Alin Banka and
Inis Buzi and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Multi-view Brain HyperConnectome AutoEncoder for Brain State Classification},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {101--110},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_10},
doi = {10.1007/978-3-030-59354-4\_10},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BankaBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DemirGR20,
author = {Ugur Demir and
Mohammed Amine Gharsallaoui and
Islem Rekik},
editor = {Carole H. Sudre and
Hamid Fehri and
Tal Arbel and
Christian F. Baumgartner and
Adrian V. Dalca and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III and
Aristeidis Sotiras and
Bartlomiej W. Papiez and
Enzo Ferrante and
Sarah Parisot},
title = {Clustering-Based Deep Brain MultiGraph Integrator Network for Learning
Connectional Brain Templates},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Graphs in Biomedical Image Analysis - Second International Workshop,
{UNSURE} 2020, and Third International Workshop, {GRAIL} 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12443},
pages = {109--120},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60365-6\_11},
doi = {10.1007/978-3-030-60365-6\_11},
timestamp = {Fri, 24 Sep 2021 13:51:40 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DemirGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GurlerNR20,
author = {Zeynep G{\"{u}}rler and
Ahmed Nebli and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Foreseeing Brain Graph Evolution over Time Using Deep Adversarial
Network Normalizer},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {111--122},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_11},
doi = {10.1007/978-3-030-59354-4\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GurlerNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IsallariR20,
author = {Megi Isallari and
Islem Rekik},
editor = {Mingxia Liu and
Pingkun Yan and
Chunfeng Lian and
Xiaohuan Cao},
title = {GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution
from Low-Resolution Functional Brain Connectomes},
booktitle = {Machine Learning in Medical Imaging - 11th International Workshop,
{MLMI} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru, October
4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12436},
pages = {139--149},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59861-7\_15},
doi = {10.1007/978-3-030-59861-7\_15},
timestamp = {Tue, 18 Jan 2022 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/IsallariR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaglamR20,
author = {Mustafa Saglam and
Islem Rekik},
editor = {Carole H. Sudre and
Hamid Fehri and
Tal Arbel and
Christian F. Baumgartner and
Adrian V. Dalca and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III and
Aristeidis Sotiras and
Bartlomiej W. Papiez and
Enzo Ferrante and
Sarah Parisot},
title = {Multi-scale Profiling of Brain Multigraphs by Eigen-Based Cross-diffusion
and Heat Tracing for Brain State Profiling},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Graphs in Biomedical Image Analysis - Second International Workshop,
{UNSURE} 2020, and Third International Workshop, {GRAIL} 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12443},
pages = {142--151},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60365-6\_14},
doi = {10.1007/978-3-030-60365-6\_14},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SaglamR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NebliKR20,
author = {Ahmed Nebli and
Ugur Ali Kaplan and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Deep EvoGraphNet Architecture for Time-Dependent Brain Graph Data
Synthesis from a Single Timepoint},
booktitle = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
pages = {144--155},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4\_14},
doi = {10.1007/978-3-030-59354-4\_14},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NebliKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GurbuzR20,
author = {Mustafa Burak Gurbuz and
Islem Rekik},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Deep Graph Normalizer: {A} Geometric Deep Learning Approach for Estimating
Connectional Brain Templates},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {155--165},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_16},
doi = {10.1007/978-3-030-59728-3\_16},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GurbuzR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MhiriMR20,
author = {Islem Mhiri and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Supervised Multi-topology Network Cross-Diffusion for Population-Driven
Brain Network Atlas Estimation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {166--176},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_17},
doi = {10.1007/978-3-030-59728-3\_17},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MhiriMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BessadokMR20,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Topology-Aware Generative Adversarial Network for Joint Prediction
of Multiple Brain Graphs from a Single Brain Graph},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {551--561},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_54},
doi = {10.1007/978-3-030-59728-3\_54},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BessadokMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2020prime,
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park and
Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
title = {Predictive Intelligence in Medicine - Third International Workshop,
{PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12329},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59354-4},
doi = {10.1007/978-3-030-59354-4},
isbn = {978-3-030-59353-7},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2020prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2020shapemi,
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Orcun Goksel and
Islem Rekik},
title = {Shape in Medical Imaging - International Workshop, ShapeMI 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12474},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61056-2},
doi = {10.1007/978-3-030-61056-2},
isbn = {978-3-030-61055-5},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2020shapemi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13321,
author = {Ismail Bilgen and
Goktug Guvercin and
Islem Rekik},
title = {Machine Learning Methods for Brain Network Classification: Application
to Autism Diagnosis using Cortical Morphological Networks},
journal = {CoRR},
volume = {abs/2004.13321},
year = {2020},
url = {https://arxiv.org/abs/2004.13321},
eprinttype = {arXiv},
eprint = {2004.13321},
timestamp = {Sat, 02 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03611,
author = {Markus D. Schirmer and
Archana Venkataraman and
Islem Rekik and
Minjeong Kim and
Stewart Mostofsky and
Mary Beth Nebel and
Keri Rosch and
Karen Seymour and
Deana Crocetti and
Hassna Irzan and
Michael H{\"{u}}tel and
S{\'{e}}bastien Ourselin and
Neil Marlow and
Andrew Melbourne and
Egor Levchenko and
Shuo Zhou and
Mwiza Kunda and
Haiping Lu and
Nicha C. Dvornek and
Juntang Zhuang and
Gideon Pinto and
Sandip Samal and
Jorge L. Bernal{-}Rusiel and
Rudolph Pienaar and
Ai Wern Chung},
title = {Neuropsychiatric Disease Classification Using Functional Connectomics
- Results of the Connectomics in NeuroImaging Transfer Learning Challenge},
journal = {CoRR},
volume = {abs/2006.03611},
year = {2020},
url = {https://arxiv.org/abs/2006.03611},
eprinttype = {arXiv},
eprint = {2006.03611},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13118,
author = {Mert Lostar and
Islem Rekik},
title = {Deep Hypergraph U-Net for Brain Graph Embedding and Classification},
journal = {CoRR},
volume = {abs/2008.13118},
year = {2020},
url = {https://arxiv.org/abs/2008.13118},
eprinttype = {arXiv},
eprint = {2008.13118},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11054,
author = {Islem Mhiri and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Supervised Multi-topology Network Cross-diffusion for Population-driven
Brain Network Atlas Estimation},
journal = {CoRR},
volume = {abs/2009.11054},
year = {2020},
url = {https://arxiv.org/abs/2009.11054},
eprinttype = {arXiv},
eprint = {2009.11054},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11058,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Topology-Aware Generative Adversarial Network for Joint Prediction
of Multiple Brain Graphs from a Single Brain Graph},
journal = {CoRR},
volume = {abs/2009.11058},
year = {2020},
url = {https://arxiv.org/abs/2009.11058},
eprinttype = {arXiv},
eprint = {2009.11058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11080,
author = {Megi Isallari and
Islem Rekik},
title = {GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution
from Low-Resolution Functional Brain Connectomes},
journal = {CoRR},
volume = {abs/2009.11080},
year = {2020},
url = {https://arxiv.org/abs/2009.11080},
eprinttype = {arXiv},
eprint = {2009.11080},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11110,
author = {Ahmet Serkan Goktas and
Alaa Bessadok and
Islem Rekik},
title = {Residual Embedding Similarity-Based Network Selection for Predicting
Brain Network Evolution Trajectory from a Single Observation},
journal = {CoRR},
volume = {abs/2009.11110},
year = {2020},
url = {https://arxiv.org/abs/2009.11110},
eprinttype = {arXiv},
eprint = {2009.11110},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11166,
author = {Zeynep G{\"{u}}rler and
Ahmed Nebli and
Islem Rekik},
title = {Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial
Network Normalizer},
journal = {CoRR},
volume = {abs/2009.11166},
year = {2020},
url = {https://arxiv.org/abs/2009.11166},
eprinttype = {arXiv},
eprint = {2009.11166},
timestamp = {Fri, 18 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11524,
author = {Ahmed Nebli and
Islem Rekik},
title = {Adversarial Brain Multiplex Prediction From a Single Network for High-Order
Connectional Gender-Specific Brain Mapping},
journal = {CoRR},
volume = {abs/2009.11524},
year = {2020},
url = {https://arxiv.org/abs/2009.11524},
eprinttype = {arXiv},
eprint = {2009.11524},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11534,
author = {Mustafa Saglam and
Islem Rekik},
title = {Multi-Scale Profiling of Brain Multigraphs by Eigen-based Cross-Diffusion
and Heat Tracing for Brain State Profiling},
journal = {CoRR},
volume = {abs/2009.11534},
year = {2020},
url = {https://arxiv.org/abs/2009.11534},
eprinttype = {arXiv},
eprint = {2009.11534},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11553,
author = {Alin Banka and
Inis Buzi and
Islem Rekik},
title = {Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification},
journal = {CoRR},
volume = {abs/2009.11553},
year = {2020},
url = {https://arxiv.org/abs/2009.11553},
eprinttype = {arXiv},
eprint = {2009.11553},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13217,
author = {Ahmed Nebli and
Ugur Ali Kaplan and
Islem Rekik},
title = {Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data
Synthesis From a Single Timepoint},
journal = {CoRR},
volume = {abs/2009.13217},
year = {2020},
url = {https://arxiv.org/abs/2009.13217},
eprinttype = {arXiv},
eprint = {2009.13217},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14131,
author = {Mustafa Burak Gurbuz and
Islem Rekik},
title = {Deep Graph Normalizer: {A} Geometric Deep Learning Approach for Estimating
Connectional Brain Templates},
journal = {CoRR},
volume = {abs/2012.14131},
year = {2020},
url = {https://arxiv.org/abs/2012.14131},
eprinttype = {arXiv},
eprint = {2012.14131},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BnouniRRA19,
author = {Nesrine Bnouni and
Islem Rekik and
Mohamed Salah Rhim and
Najoua Essoukri Ben Amara},
title = {Cross-View Self-Similarity Using Shared Dictionary Learning for Cervical
Cancer Staging},
journal = {{IEEE} Access},
volume = {7},
pages = {30079--30088},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2902654},
doi = {10.1109/ACCESS.2019.2902654},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BnouniRRA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/brain/LisowskaR19,
author = {Anna Lisowska and
Islem Rekik},
title = {Joint Pairing and Structured Mapping of Convolutional Brain Morphological
Multiplexes for Early Dementia Diagnosis},
journal = {Brain Connect.},
volume = {9},
number = {1},
pages = {22--36},
year = {2019},
url = {https://doi.org/10.1089/brain.2018.0578},
doi = {10.1089/BRAIN.2018.0578},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/brain/LisowskaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/ZhaoRLLZS19,
author = {Feng Zhao and
Islem Rekik and
Seong{-}Whan Lee and
Jing Liu and
Junying Zhang and
Dinggang Shen},
title = {Two-Phase Incremental Kernel {PCA} for Learning Massive or Online
Datasets},
journal = {Complex.},
volume = {2019},
pages = {5937274:1--5937274:17},
year = {2019},
url = {https://doi.org/10.1155/2019/5937274},
doi = {10.1155/2019/5937274},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/ZhaoRLLZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/FangZNCRLHS19,
author = {Longwei Fang and
Lichi Zhang and
Dong Nie and
Xiaohuan Cao and
Islem Rekik and
Seong{-}Whan Lee and
Huiguang He and
Dinggang Shen},
title = {Automatic brain labeling via multi-atlas guided fully convolutional
networks},
journal = {Medical Image Anal.},
volume = {51},
pages = {157--168},
year = {2019},
url = {https://doi.org/10.1016/j.media.2018.10.012},
doi = {10.1016/J.MEDIA.2018.10.012},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/FangZNCRLHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/DuanXRMWWLGSL19,
author = {Dingna Duan and
Shunren Xia and
Islem Rekik and
Yu Meng and
Zhengwang Wu and
Li Wang and
Weili Lin and
John H. Gilmore and
Dinggang Shen and
Gang Li},
title = {Exploring folding patterns of infant cerebral cortex based on multi-view
curvature features: Methods and applications},
journal = {NeuroImage},
volume = {185},
pages = {575--592},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.08.041},
doi = {10.1016/J.NEUROIMAGE.2018.08.041},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/DuanXRMWWLGSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiWYWWMDKSRLS19,
author = {Gang Li and
Li Wang and
Pew{-}Thian Yap and
Fan Wang and
Zhengwang Wu and
Yu Meng and
Pei Dong and
Jaeil Kim and
Feng Shi and
Islem Rekik and
Weili Lin and
Dinggang Shen},
title = {Computational neuroanatomy of baby brains: {A} review},
journal = {NeuroImage},
volume = {185},
pages = {906--925},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.03.042},
doi = {10.1016/J.NEUROIMAGE.2018.03.042},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiWYWWMDKSRLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KhelifaR19,
author = {Oumaima Ben Khelifa and
Islem Rekik},
editor = {Markus D. Schirmer and
Archana Venkataraman and
Islem Rekik and
Minjeong Kim and
Ai Wern Chung},
title = {Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia
States},
booktitle = {Connectomics in NeuroImaging - Third International Workshop, {CNI}
2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October
13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11848},
pages = {21--31},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32391-2\_3},
doi = {10.1007/978-3-030-32391-2\_3},
timestamp = {Mon, 14 Oct 2019 17:35:30 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KhelifaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GhribiLLSR19,
author = {Olfa Ghribi and
Gang Li and
Weili Lin and
Dinggang Shen and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {Progressive Infant Brain Connectivity Evolution Prediction from Neonatal
{MRI} Using Bidirectionally Supervised Sample Selection},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {63--72},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_7},
doi = {10.1007/978-3-030-32281-6\_7},
timestamp = {Mon, 12 Apr 2021 14:40:37 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GhribiLLSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BankaR19,
author = {Alin Banka and
Islem Rekik},
editor = {Markus D. Schirmer and
Archana Venkataraman and
Islem Rekik and
Minjeong Kim and
Ai Wern Chung},
title = {Adversarial Connectome Embedding for Mild Cognitive Impairment Identification
Using Cortical Morphological Networks},
booktitle = {Connectomics in NeuroImaging - Third International Workshop, {CNI}
2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October
13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11848},
pages = {74--82},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32391-2\_8},
doi = {10.1007/978-3-030-32391-2\_8},
timestamp = {Mon, 14 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BankaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SoussiaR19,
author = {Mayssa Soussia and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {7 Years of Developing Seed Techniques for Alzheimer's Disease Diagnosis
Using Brain Image and Connectivity Data Largely Bypassed Prediction
for Prognosis},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {81--93},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_9},
doi = {10.1007/978-3-030-32281-6\_9},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SoussiaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BessadokMR19a,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {Hierarchical Adversarial Connectomic Domain Alignment for Target Brain
Graph Prediction and Classification from a Source Graph},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {105--114},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_11},
doi = {10.1007/978-3-030-32281-6\_11},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BessadokMR19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CengizR19,
author = {K{\"{u}}bra Cengiz and
Islem Rekik},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {Predicting High-Resolution Brain Networks Using Hierarchically Embedded
and Aligned Multi-resolution Neighborhoods},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {115--124},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_12},
doi = {10.1007/978-3-030-32281-6\_12},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CengizR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BessadokMR19,
author = {Alaa Bessadok and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Symmetric Dual Adversarial Connectomic Domain Alignment for Predicting
Isomorphic Brain Graph from a Baseline Graph},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {465--474},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_51},
doi = {10.1007/978-3-030-32251-9\_51},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BessadokMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/EzzineR19,
author = {Baha Eddine Ezzine and
Islem Rekik},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal
Brain Network Evolution from a Single Observation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {796--805},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_88},
doi = {10.1007/978-3-030-32245-8\_88},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/EzzineR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2019prime,
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6},
doi = {10.1007/978-3-030-32281-6},
isbn = {978-3-030-32280-9},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2019prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2019cni,
editor = {Markus D. Schirmer and
Archana Venkataraman and
Islem Rekik and
Minjeong Kim and
Ai Wern Chung},
title = {Connectomics in NeuroImaging - Third International Workshop, {CNI}
2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October
13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11848},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32391-2},
doi = {10.1007/978-3-030-32391-2},
isbn = {978-3-030-32390-5},
timestamp = {Mon, 14 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2019cni.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06064,
author = {Can Gafuroglu and
Islem Rekik},
title = {Image Evolution Trajectory Prediction and Classification from Baseline
using Learning-based Patch Atlas Selection for Early Diagnosis},
journal = {CoRR},
volume = {abs/1907.06064},
year = {2019},
url = {http://arxiv.org/abs/1907.06064},
eprinttype = {arXiv},
eprint = {1907.06064},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RaeperLR18,
author = {Rory Raeper and
Anna Lisowska and
Islem Rekik},
title = {Cooperative Correlational and Discriminative Ensemble Classifier Learning
for Early Dementia Diagnosis Using Morphological Brain Multiplexes},
journal = {{IEEE} Access},
volume = {6},
pages = {43830--43839},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2863657},
doi = {10.1109/ACCESS.2018.2863657},
timestamp = {Fri, 14 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RaeperLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/SoussiaR18,
author = {Mayssa Soussia and
Islem Rekik},
title = {Unsupervised Manifold Learning Using High-Order Morphological Brain
Networks Derived From T1-w {MRI} for Autism Diagnosis},
journal = {Frontiers Neuroinformatics},
volume = {12},
pages = {70},
year = {2018},
url = {https://doi.org/10.3389/fninf.2018.00070},
doi = {10.3389/FNINF.2018.00070},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/SoussiaR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AmiriMR18,
author = {Samya Amiri and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Tree-based Ensemble Classifier Learning for Automatic Brain Glioma
Segmentation},
journal = {Neurocomputing},
volume = {313},
pages = {135--142},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.05.112},
doi = {10.1016/J.NEUCOM.2018.05.112},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AmiriMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/ZhouRYW18,
author = {Luping Zhou and
Islem Rekik and
Chenggang Yan and
Guorong Wu},
title = {Special Issue on High Performance Computing in Bio-medical Informatics},
journal = {Neuroinformatics},
volume = {16},
number = {3-4},
pages = {283},
year = {2018},
url = {https://doi.org/10.1007/s12021-018-9393-x},
doi = {10.1007/S12021-018-9393-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/ZhouRYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/BnouniMRRA18,
author = {Nesrine Bnouni and
Olfa Mechi and
Islem Rekik and
Mohamed Salah Rhim and
Najoua Essoukri Ben Amara},
title = {Semi-automatic lymph node segmentation and classification using cervical
cancer {MR} imaging},
booktitle = {4th International Conference on Advanced Technologies for Signal and
Image Processing, {ATSIP} 2018, Sousse, Tunisia, March 21-24, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ATSIP.2018.8364480},
doi = {10.1109/ATSIP.2018.8364480},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/atsip/BnouniMRRA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/AmiriMR18,
author = {Samya Amiri and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Ana Paula Rocha and
H. Jaap van den Herik},
title = {Bayesian Network and Structured Random Forest Cooperative Deep Learning
for Automatic Multi-label Brain Tumor Segmentation},
booktitle = {Proceedings of the 10th International Conference on Agents and Artificial
Intelligence, {ICAART} 2018, Volume 2, Funchal, Madeira, Portugal,
January 16-18, 2018},
pages = {183--190},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006629901830190},
doi = {10.5220/0006629901830190},
timestamp = {Fri, 04 Oct 2019 14:17:27 +0200},
biburl = {https://dblp.org/rec/conf/icaart/AmiriMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RekikLLS18,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
title = {Estimation of shape and growth brain network atlases for connectomic
brain mapping in developing infants},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {985--989},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363736},
doi = {10.1109/ISBI.2018.8363736},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/RekikLLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BnouniRRA18,
author = {Nesrine Bnouni and
Islem Rekik and
Mohamed Salah Rhim and
Najoua Essoukri Ben Amara},
editor = {Yinghuan Shi and
Heung{-}Il Suk and
Mingxia Liu},
title = {Dynamic Multi-scale {CNN} Forest Learning for Automatic Cervical Cancer
Segmentation},
booktitle = {Machine Learning in Medical Imaging - 9th International Workshop,
{MLMI} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11046},
pages = {19--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00919-9\_3},
doi = {10.1007/978-3-030-00919-9\_3},
timestamp = {Tue, 18 Jan 2022 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BnouniRRA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BessadokR18,
author = {Alaa Bessadok and
Islem Rekik},
editor = {Guorong Wu and
Islem Rekik and
Markus D. Schirmer and
Ai Wern Chung and
Brent C. Munsell},
title = {Intact Connectional Morphometricity Learning Using Multi-view Morphological
Brain Networks with Application to Autism Spectrum Disorder},
booktitle = {Connectomics in NeuroImaging - Second International Workshop, {CNI}
2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September
20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11083},
pages = {38--46},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00755-3\_5},
doi = {10.1007/978-3-030-00755-3\_5},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BessadokR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhuR18,
author = {Minghui Zhu and
Islem Rekik},
editor = {Islem Rekik and
G{\"{o}}zde B. {\"{U}}nal and
Ehsan Adeli and
Sang Hyun Park},
title = {Multi-view Brain Network Prediction from a Source View Using Sample
Selection via CCA-Based Multi-kernel Connectomic Manifold Learning},
booktitle = {PRedictive Intelligence in MEdicine - First International Workshop,
{PRIME} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11121},
pages = {94--102},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00320-3\_12},
doi = {10.1007/978-3-030-00320-3\_12},
timestamp = {Mon, 12 Apr 2021 14:40:36 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhuR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GeorgesR18,
author = {Nicolas Georges and
Islem Rekik},
editor = {Guorong Wu and
Islem Rekik and
Markus D. Schirmer and
Ai Wern Chung and
Brent C. Munsell},
title = {Data-Specific Feature Selection Method Identification for Most Reproducible
Connectomic Feature Discovery Fingerprinting Brain States},
booktitle = {Connectomics in NeuroImaging - Second International Workshop, {CNI}
2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September
20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11083},
pages = {99--106},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00755-3\_11},
doi = {10.1007/978-3-030-00755-3\_11},
timestamp = {Mon, 17 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GeorgesR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LisowskaR18,
author = {Anna Lisowska and
Islem Rekik},
editor = {Islem Rekik and
G{\"{o}}zde B. {\"{U}}nal and
Ehsan Adeli and
Sang Hyun Park},
title = {Predicting Emotional Intelligence Scores from Multi-session Functional
Brain Connectomes},
booktitle = {PRedictive Intelligence in MEdicine - First International Workshop,
{PRIME} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11121},
pages = {103--111},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00320-3\_13},
doi = {10.1007/978-3-030-00320-3\_13},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LisowskaR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BanoAFR18,
author = {Sophia Bano and
Muhammad Asad and
Ahmed E. Fetit and
Islem Rekik},
editor = {Islem Rekik and
G{\"{o}}zde B. {\"{U}}nal and
Ehsan Adeli and
Sang Hyun Park},
title = {XmoNet: {A} Fully Convolutional Network for Cross-Modality {MR} Image
Inference},
booktitle = {PRedictive Intelligence in MEdicine - First International Workshop,
{PRIME} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11121},
pages = {129--137},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00320-3\_16},
doi = {10.1007/978-3-030-00320-3\_16},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BanoAFR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GafurogluRI18,
author = {Can Gafuroglu and
Islem Rekik and
Alzheimer's Disease Neuroimaging Initiative},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Joint Prediction and Classification of Brain Image Evolution Trajectories
from Baseline Brain Image with Application to Early Dementia},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {437--445},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_50},
doi = {10.1007/978-3-030-00931-1\_50},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GafurogluRI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RekikLLS18,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Do Baby Brain Cortices that Look Alike at Birth Grow Alike During
the First Year of Postnatal Development?},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {566--574},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_65},
doi = {10.1007/978-3-030-00931-1\_65},
timestamp = {Wed, 05 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RekikLLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RaeperLR18,
author = {Rory Raeper and
Anna Lisowska and
Islem Rekik},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Joint Correlational and Discriminative Ensemble Classifier Learning
for Dementia Stratification Using Shallow Brain Multiplexes},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {599--607},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_68},
doi = {10.1007/978-3-030-00928-1\_68},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RaeperLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BenkarimSPRHEBS18,
author = {Oualid M. Benkarim and
Gerard Sanroma and
Gemma Piella and
Islem Rekik and
Nadine Hahner and
Elisenda Eixarch and
Miguel {\'{A}}ngel Gonz{\'{a}}lez Ballester and
Dinggang Shen and
Gang Li},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Revealing Regional Associations of Cortical Folding Alterations with
In Utero Ventricular Dilation Using Joint Spectral Embedding},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {620--627},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_71},
doi = {10.1007/978-3-030-00931-1\_71},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BenkarimSPRHEBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/ZhangZRGWS18,
author = {Lichi Zhang and
Han Zhang and
Islem Rekik and
Yaozong Gao and
Qian Wang and
Dinggang Shen},
editor = {Xiao Bai and
Edwin R. Hancock and
Tin Kam Ho and
Richard C. Wilson and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Malignant Brain Tumor Classification Using the Random Forest Method},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2018, Beijing, China, August
17-19, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11004},
pages = {14--21},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97785-0\_2},
doi = {10.1007/978-3-319-97785-0\_2},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sspr/ZhangZRGWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/AmiriMR18,
author = {Samya Amiri and
Mohamed Ali Mahjoub and
Islem Rekik},
editor = {Alain Tr{\'{e}}meau and
Francisco H. Imai and
Jos{\'{e}} Braz},
title = {Dynamic Multiscale Tree Learning using Ensemble Strong Classifiers
for Multi-label Segmentation of Medical Images with Lesions},
booktitle = {Proceedings of the 13th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP}
2018) - Volume 4: VISAPP, Funchal, Madeira, Portugal, January 27-29,
2018},
pages = {419--426},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006630004190426},
doi = {10.5220/0006630004190426},
timestamp = {Tue, 27 Mar 2018 13:29:18 +0200},
biburl = {https://dblp.org/rec/conf/visapp/AmiriMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018cni,
editor = {Guorong Wu and
Islem Rekik and
Markus D. Schirmer and
Ai Wern Chung and
Brent C. Munsell},
title = {Connectomics in NeuroImaging - Second International Workshop, {CNI}
2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September
20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11083},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00755-3},
doi = {10.1007/978-3-030-00755-3},
isbn = {978-3-030-00754-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018cni.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018prime,
editor = {Islem Rekik and
G{\"{o}}zde B. {\"{U}}nal and
Ehsan Adeli and
Sang Hyun Park},
title = {PRedictive Intelligence in MEdicine - First International Workshop,
{PRIME} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11121},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00320-3},
doi = {10.1007/978-3-030-00320-3},
isbn = {978-3-030-00319-7},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018prime.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RekikLLS17,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
title = {Erratum to "Predicting Infant Cortical Surface Development Using
a 4D Varifold-based Learning Framework and Local Topography-based
Shape Morphing" [Med. Image Anal. 28 {(2016)1-12]}},
journal = {Medical Image Anal.},
volume = {36},
pages = {1},
year = {2017},
url = {https://doi.org/10.1016/j.media.2016.10.006},
doi = {10.1016/J.MEDIA.2016.10.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RekikLLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/Rekik0YCLS17,
author = {Islem Rekik and
Gang Li and
Pew{-}Thian Yap and
Geng Chen and
Weili Lin and
Dinggang Shen},
title = {Joint prediction of longitudinal development of cortical surfaces
and white matter fibers from neonatal {MRI}},
journal = {NeuroImage},
volume = {152},
pages = {411--424},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.03.012},
doi = {10.1016/J.NEUROIMAGE.2017.03.012},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/Rekik0YCLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WenLRWCZZPH17,
author = {Hongwei Wen and
Yue Liu and
Islem Rekik and
Shengpei Wang and
Zhiqiang Chen and
Jishui Zhang and
Yue Zhang and
Yun Peng and
Huiguang He},
title = {Multi-modal multiple kernel learning for accurate identification of
Tourette syndrome children},
journal = {Pattern Recognit.},
volume = {63},
pages = {601--611},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.039},
doi = {10.1016/J.PATCOG.2016.09.039},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WenLRWCZZPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/RekikLLS17,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {Estimation of Brain Network Atlases Using Diffusive-Shrinking Graphs:
Application to Developing Brains},
booktitle = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
pages = {385--397},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9\_31},
doi = {10.1007/978-3-319-59050-9\_31},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/RekikLLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DuanRXLGSL17,
author = {Dingna Duan and
Islem Rekik and
Shunren Xia and
Weili Lin and
John H. Gilmore and
Dinggang Shen and
Gang Li},
title = {Longitudinal multi-scale mapping of infant cortical folding using
spherical wavelets},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {93--96},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950476},
doi = {10.1109/ISBI.2017.7950476},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/DuanRXLGSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MorrisR17,
author = {Carrie Morris and
Islem Rekik},
editor = {M. Jorge Cardoso and
Tal Arbel and
Enzo Ferrante and
Xavier Pennec and
Adrian V. Dalca and
Sarah Parisot and
Sarang C. Joshi and
Nematollah Kayhan Batmanghelich and
Aristeidis Sotiras and
Mads Nielsen and
Mert R. Sabuncu and
Tom Fletcher and
Li Shen and
Stanley Durrleman and
Stefan Sommer},
title = {Autism Spectrum Disorder Diagnosis Using Sparse Graph Embedding of
Morphological Brain Networks},
booktitle = {Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging
Genetics - First International Workshop, {GRAIL} 2017, 6th International
Workshop, {MFCA} 2017, and Third International Workshop, MICGen 2017,
Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec City, QC,
Canada, September 10-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10551},
pages = {12--20},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67675-3\_2},
doi = {10.1007/978-3-319-67675-3\_2},
timestamp = {Tue, 21 Mar 2023 20:53:55 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MorrisR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LisowskaR17,
author = {Anna Lisowska and
Islem Rekik},
editor = {Guorong Wu and
Paul J. Laurienti and
Leonardo Bonilha and
Brent C. Munsell},
title = {Pairing-based Ensemble Classifier Learning using Convolutional Brain
Multiplexes and Multi-view Brain Networks for Early Dementia Diagnosis},
booktitle = {Connectomics in NeuroImaging - First International Workshop, {CNI}
2017, Held in Conjunction with {MICCAI} 2017, Quebec City, QC, Canada,
September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10511},
pages = {42--50},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67159-8\_6},
doi = {10.1007/978-3-319-67159-8\_6},
timestamp = {Mon, 30 May 2022 12:59:59 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LisowskaR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SoussiaR17,
author = {Mayssa Soussia and
Islem Rekik},
editor = {Guorong Wu and
Paul J. Laurienti and
Leonardo Bonilha and
Brent C. Munsell},
title = {High-order Connectomic Manifold Learning for Autistic Brain State
Identification},
booktitle = {Connectomics in NeuroImaging - First International Workshop, {CNI}
2017, Held in Conjunction with {MICCAI} 2017, Quebec City, QC, Canada,
September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10511},
pages = {51--59},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67159-8\_7},
doi = {10.1007/978-3-319-67159-8\_7},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SoussiaR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BahramiRSS17,
author = {Khosro Bahrami and
Islem Rekik and
Feng Shi and
Dinggang Shen},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Joint Reconstruction and Segmentation of 7T-like {MR} Images from
3T {MRI} Based on Cascaded Convolutional Neural Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10433},
pages = {764--772},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66182-7\_87},
doi = {10.1007/978-3-319-66182-7\_87},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BahramiRSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01602,
author = {Samya Amiri and
Mohamed Ali Mahjoub and
Islem Rekik},
title = {Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers
for Multi-label Segmentation of Medical Images with Lesions},
journal = {CoRR},
volume = {abs/1709.01602},
year = {2017},
url = {http://arxiv.org/abs/1709.01602},
eprinttype = {arXiv},
eprint = {1709.01602},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RekikLLS16,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
title = {Predicting infant cortical surface development using a 4D varifold-based
learning framework and local topography-based shape morphing},
journal = {Medical Image Anal.},
volume = {28},
pages = {1--12},
year = {2016},
url = {https://doi.org/10.1016/j.media.2015.10.007},
doi = {10.1016/J.MEDIA.2015.10.007},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RekikLLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RekikLLS16,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
title = {Multidirectional and Topography-based Dynamic-scale Varifold Representations
with Application to Matching Developing Cortical Surfaces},
journal = {NeuroImage},
volume = {135},
pages = {152--162},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2016.04.037},
doi = {10.1016/J.NEUROIMAGE.2016.04.037},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/RekikLLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/AmiriRM16,
author = {Samya Amiri and
Islem Rekik and
Mohamed Ali Mahjoub},
title = {Deep random forest-based learning transfer to {SVM} for brain tumor
segmentation},
booktitle = {2nd International Conference on Advanced Technologies for Signal and
Image Processing, {ATSIP} 2016, Monastir, Tunisia, March 21-23, 2016},
pages = {297--302},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ATSIP.2016.7523095},
doi = {10.1109/ATSIP.2016.7523095},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/atsip/AmiriRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuZRCWS16,
author = {Luyan Liu and
Han Zhang and
Islem Rekik and
Xiaobo Chen and
Qian Wang and
Dinggang Shen},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Outcome Prediction for Patient with High-Grade Gliomas from Brain
Functional and Structural Networks},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9901},
pages = {26--34},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46723-8\_4},
doi = {10.1007/978-3-319-46723-8\_4},
timestamp = {Fri, 08 Apr 2022 11:01:35 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiuZRCWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BahramiSRS16,
author = {Khosro Bahrami and
Feng Shi and
Islem Rekik and
Dinggang Shen},
editor = {Gustavo Carneiro and
Diana Mateus and
Lo{\"{\i}}c Peter and
Andrew P. Bradley and
Jo{\~{a}}o Manuel R. S. Tavares and
Vasileios Belagiannis and
Jo{\~{a}}o Paulo Papa and
Jacinto C. Nascimento and
Marco Loog and
Zhi Lu and
Jaime S. Cardoso and
Julien Cornebise},
title = {Convolutional Neural Network for Reconstruction of 7T-like Images
from 3T {MRI} Using Appearance and Anatomical Features},
booktitle = {Deep Learning and Data Labeling for Medical Applications - First International
Workshop, {LABELS} 2016, and Second International Workshop, {DLMIA}
2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece, October
21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10008},
pages = {39--47},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46976-8\_5},
doi = {10.1007/978-3-319-46976-8\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BahramiSRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RekikLYCLS16,
author = {Islem Rekik and
Gang Li and
Pew{-}Thian Yap and
Geng Chen and
Weili Lin and
Dinggang Shen},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {A Hybrid Multishape Learning Framework for Longitudinal Prediction
of Cortical Surfaces and Fiber Tracts Using Neonatal Data},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9900},
pages = {210--218},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46720-7\_25},
doi = {10.1007/978-3-319-46720-7\_25},
timestamp = {Mon, 05 Feb 2024 20:27:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RekikLYCLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BahramiRSGS16,
author = {Khosro Bahrami and
Islem Rekik and
Feng Shi and
Yaozong Gao and
Dinggang Shen},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {7T-Guided Learning Framework for Improving the Segmentation of 3T
{MR} Images},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9901},
pages = {572--580},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46723-8\_66},
doi = {10.1007/978-3-319-46723-8\_66},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BahramiRSGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/RekikLLS15,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Prediction of Longitudinal Development of Infant Cortical Surface
Shape Using a 4D Current-Based Learning Framework},
booktitle = {Information Processing in Medical Imaging - 24th International Conference,
{IPMI} 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9123},
pages = {576--587},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_45},
doi = {10.1007/978-3-319-19992-4\_45},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/RekikLLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RekikLWLS15,
author = {Islem Rekik and
Gang Li and
Guorong Wu and
Weili Lin and
Dinggang Shen},
editor = {Guorong Wu and
Pierrick Coup{\'{e}} and
Yiqiang Zhan and
Brent C. Munsell and
Daniel Rueckert},
title = {Prediction of Infant {MRI} Appearance and Anatomical Structure Evolution
Using Sparse Patch-Based Metamorphosis Learning Framework},
booktitle = {Patch-Based Techniques in Medical Imaging - First International Workshop,
Patch-MI 2015, Held in Conjunction with {MICCAI} 2015, Munich, Germany,
October 9, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9467},
pages = {197--204},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28194-0\_24},
doi = {10.1007/978-3-319-28194-0\_24},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RekikLWLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RekikLLS15,
author = {Islem Rekik and
Gang Li and
Weili Lin and
Dinggang Shen},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Topography-Based Registration of Developing Cortical Surfaces in Infants
Using Multidirectional Varifold Representation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9350},
pages = {230--237},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24571-3\_28},
doi = {10.1007/978-3-319-24571-3\_28},
timestamp = {Mon, 03 Jan 2022 22:36:38 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RekikLLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/RekikADCW13,
author = {Islem Rekik and
St{\'{e}}phanie Allassonni{\`{e}}re and
Stanley Durrleman and
Trevor Carpenter and
Joanna M. Wardlaw},
title = {Spatiotemporal Dynamic Simulation of Acute Perfusion/Diffusion Ischemic
Stroke Lesions Evolution: {A} Pilot Study Derived from Longitudinal
{MR} Patient Data},
journal = {Comput. Math. Methods Medicine},
volume = {2013},
pages = {283593:1--283593:13},
year = {2013},
url = {https://doi.org/10.1155/2013/283593},
doi = {10.1155/2013/283593},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmmm/RekikADCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/RekikACGSDA13,
author = {Islem Rekik and
St{\'{e}}phanie Allassonni{\`{e}}re and
Olivier Clatz and
Ezequiel Geremia and
Erin Stretton and
Herv{\'{e}} Delingette and
Nicholas Ayache},
title = {Tumor growth parameters estimation and source localization from a
unique time point: Application to low-grade gliomas},
journal = {Comput. Vis. Image Underst.},
volume = {117},
number = {3},
pages = {238--249},
year = {2013},
url = {https://doi.org/10.1016/j.cviu.2012.11.001},
doi = {10.1016/J.CVIU.2012.11.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/RekikACGSDA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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