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ORCIDBibTeX records: Christian Wachinger
@inproceedings{DBLP:conf/aaai/WolfBRPW24,
author = {Tom Nuno Wolf and
Fabian Bongratz and
Anne{-}Marie Rickmann and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Keep the Faith: Faithful Explanations in Convolutional Neural Networks
for Case-Based Reasoning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {5921--5929},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i6.28406},
doi = {10.1609/AAAI.V38I6.28406},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WolfBRPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12938,
author = {Fabian Bongratz and
Anne{-}Marie Rickmann and
Christian Wachinger},
title = {Neural deformation fields for template-based reconstruction of cortical
surfaces from {MRI}},
journal = {CoRR},
volume = {abs/2401.12938},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12938},
doi = {10.48550/ARXIV.2401.12938},
eprinttype = {arXiv},
eprint = {2401.12938},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17438,
author = {Fabian Bongratz and
Jan Fecht and
Anne{-}Marie Rickmann and
Christian Wachinger},
title = {V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence},
journal = {CoRR},
volume = {abs/2402.17438},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17438},
doi = {10.48550/ARXIV.2402.17438},
eprinttype = {arXiv},
eprint = {2402.17438},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06837,
author = {Christian Wachinger and
Dennis Hedderich and
Fabian Bongratz},
title = {Stochastic Cortical Self-Reconstruction},
journal = {CoRR},
volume = {abs/2403.06837},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06837},
doi = {10.48550/ARXIV.2403.06837},
eprinttype = {arXiv},
eprint = {2403.06837},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BilicCLVBKSJMCL23,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Hongwei Li and
Eugene Vorontsov and
Avi Ben{-}Cohen and
Georgios Kaissis and
Adi Szeskin and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Gabriel Chartrand and
Fabian Loh{\"{o}}fer and
Julian Walter Holch and
Wieland H. Sommer and
Felix Hofmann and
Alexandre Hostettler and
Naama Lev{-}Cohain and
Michal Drozdzal and
Michal Marianne Amitai and
Refael Vivanti and
Jacob Sosna and
Ivan Ezhov and
Anjany Sekuboyina and
Fernando Navarro and
Florian Kofler and
Johannes C. Paetzold and
Suprosanna Shit and
Xiaobin Hu and
Jana Lipkov{\'{a}} and
Markus Rempfler and
Marie Piraud and
Jan Kirschke and
Benedikt Wiestler and
Zhiheng Zhang and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Michela Antonelli and
Woong Bae and
Miriam Bellver and
Lei Bi and
Hao Chen and
Grzegorz Chlebus and
Erik B. Dam and
Qi Dou and
Chi{-}Wing Fu and
Bogdan Georgescu and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Felix Gr{\"{u}}n and
Xu Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Jan Hendrik Moltz and
Christian Igel and
Fabian Isensee and
Paul J{\"{a}}ger and
Fucang Jia and
Krishna Chaitanya Kaluva and
Mahendra Khened and
Ildoo Kim and
Jae{-}Hun Kim and
Sungwoong Kim and
Simon Kohl and
Tomasz K. Konopczynski and
Avinash Kori and
Ganapathy Krishnamurthi and
Fan Li and
Hongchao Li and
Junbo Li and
Xiaomeng Li and
John S. Lowengrub and
Jun Ma and
Klaus H. Maier{-}Hein and
Kevis{-}Kokitsi Maninis and
Hans Meine and
Dorit Merhof and
Akshay Pai and
Mathias Perslev and
Jens Petersen and
Jordi Pont{-}Tuset and
Jin Qi and
Xiaojuan Qi and
Oliver Rippel and
Karsten Roth and
Ignacio Sarasua and
Andrea Schenk and
Zengming Shen and
Jordi Torres and
Christian Wachinger and
Chunliang Wang and
Leon Weninger and
Jianrong Wu and
Daguang Xu and
Xiaoping Yang and
Simon Chun{-}Ho Yu and
Yading Yuan and
Miao Yue and
Liping Zhang and
Manuel Jorge Cardoso and
Spyridon Bakas and
Rickmer Braren and
Volker Heinemann and
Christopher Pal and
An Tang and
Samuel Kadoury and
Luc Soler and
Bram van Ginneken and
Hayit Greenspan and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {Medical Image Anal.},
volume = {84},
pages = {102680},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102680},
doi = {10.1016/J.MEDIA.2022.102680},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BilicCLVBKSJMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/WolfPW23,
author = {Tom Nuno Wolf and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Alejandro F. Frangi and
Marleen de Bruijne and
Demian Wassermann and
Nassir Navab},
title = {Don't {PANIC:} Prototypical Additive Neural Network for Interpretable
Classification of Alzheimer's Disease},
booktitle = {Information Processing in Medical Imaging - 28th International Conference,
{IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13939},
pages = {82--94},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34048-2\_7},
doi = {10.1007/978-3-031-34048-2\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/WolfPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/RickmannXWKW23,
author = {Anne{-}Marie Rickmann and
Murong Xu and
Tom Nuno Wolf and
Oksana P. Kovalenko and
Christian Wachinger},
editor = {Alejandro F. Frangi and
Marleen de Bruijne and
Demian Wassermann and
Nassir Navab},
title = {{HALOS:} Hallucination-Free Organ Segmentation After Organ Resection
Surgery},
booktitle = {Information Processing in Medical Imaging - 28th International Conference,
{IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13939},
pages = {667--678},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34048-2\_51},
doi = {10.1007/978-3-031-34048-2\_51},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/RickmannXWKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RickmannBW23,
author = {Anne{-}Marie Rickmann and
Fabian Bongratz and
Christian Wachinger},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Vertex Correspondence in Cortical Surface Reconstruction},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {14227},
pages = {318--327},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43993-3\_31},
doi = {10.1007/978-3-031-43993-3\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RickmannBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhahremaniW23,
author = {Morteza Ghahremani and
Christian Wachinger},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {RegBN: Batch Normalization of Multimodal Data with Regularization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4488bf8354049b1cd592b6418dc30466-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhahremaniW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2023shapemi,
editor = {Christian Wachinger and
Beatriz Paniagua and
Shireen Y. Elhabian and
Jianning Li and
Jan Egger},
title = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46914-5},
doi = {10.1007/978-3-031-46914-5},
isbn = {978-3-031-46913-8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2023shapemi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07125,
author = {Tom Nuno Wolf and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Don't {PANIC:} Prototypical Additive Neural Network for Interpretable
Classification of Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2303.07125},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07125},
doi = {10.48550/ARXIV.2303.07125},
eprinttype = {arXiv},
eprint = {2303.07125},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07717,
author = {Anne{-}Marie Rickmann and
Murong Xu and
Tom Nuno Wolf and
Oksana P. Kovalenko and
Christian Wachinger},
title = {{HALOS:} Hallucination-free Organ Segmentation after Organ Resection
Surgery},
journal = {CoRR},
volume = {abs/2303.07717},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07717},
doi = {10.48550/ARXIV.2303.07717},
eprinttype = {arXiv},
eprint = {2303.07717},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15515,
author = {Fabian Bongratz and
Anne{-}Marie Rickmann and
Christian Wachinger},
title = {Meshes Meet Voxels: Abdominal Organ Segmentation via Diffeomorphic
Deformations},
journal = {CoRR},
volume = {abs/2306.15515},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15515},
doi = {10.48550/ARXIV.2306.15515},
eprinttype = {arXiv},
eprint = {2306.15515},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00641,
author = {Morteza Ghahremani and
Christian Wachinger},
title = {RegBN: Batch Normalization of Multimodal Data with Regularization},
journal = {CoRR},
volume = {abs/2310.00641},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00641},
doi = {10.48550/ARXIV.2310.00641},
eprinttype = {arXiv},
eprint = {2310.00641},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09783,
author = {Tom Nuno Wolf and
Fabian Bongratz and
Anne{-}Marie Rickmann and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Keep the Faith: Faithful Explanations in Convolutional Neural Networks
for Case-Based Reasoning},
journal = {CoRR},
volume = {abs/2312.09783},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09783},
doi = {10.48550/ARXIV.2312.09783},
eprinttype = {arXiv},
eprint = {2312.09783},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/RickmannSKPBW22,
author = {Anne{-}Marie Rickmann and
Jyotirmay Senapati and
Oksana P. Kovalenko and
Annette Peters and
Fabian Bamberg and
Christian Wachinger},
title = {AbdomenNet: deep neural network for abdominal organ segmentation in
epidemiologic imaging studies},
journal = {{BMC} Medical Imaging},
volume = {22},
number = {1},
pages = {168},
year = {2022},
url = {https://doi.org/10.1186/s12880-022-00893-4},
doi = {10.1186/S12880-022-00893-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcmi/RickmannSKPBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WolfPWIa22,
author = {Tom Nuno Wolf and
Sebastian P{\"{o}}lsterl and
Christian Wachinger and
Alzheimer's Disease Neuroimaging Initiative and
Australian Imaging Biomarkers Lifestyle flagship study of ageing},
title = {{DAFT:} {A} universal module to interweave tabular data and 3D images
in CNNs},
journal = {NeuroImage},
volume = {260},
pages = {119505},
year = {2022},
url = {https://doi.org/10.1016/j.neuroimage.2022.119505},
doi = {10.1016/J.NEUROIMAGE.2022.119505},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/WolfPWIa22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BongratzRPW22,
author = {Fabian Bongratz and
Anne{-}Marie Rickmann and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from
3D {MRI} Scans with Geometric Deep Neural Networks},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {20741--20751},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.02011},
doi = {10.1109/CVPR52688.2022.02011},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BongratzRPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RickmannBPSW22,
author = {Anne{-}Marie Rickmann and
Fabian Bongratz and
Sebastian P{\"{o}}lsterl and
Ignacio Sarasua and
Christian Wachinger},
editor = {Ahmed Abdulkadir and
Deepti R. Bathula and
Nicha C. Dvornek and
Mohamad Habes and
Seyed Mostafa Kia and
Vinod Kumar and
Thomas Wolfers},
title = {Joint Reconstruction and Parcellation of Cortical Surfaces},
booktitle = {Machine Learning in Clinical Neuroimaging - 5th International Workshop,
{MLCN} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13596},
pages = {3--12},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17899-3\_1},
doi = {10.1007/978-3-031-17899-3\_1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RickmannBPSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SarasuaPW22,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis},
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 = {44--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16431-6\_5},
doi = {10.1007/978-3-031-16431-6\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SarasuaPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NarazaniSPLYW22,
author = {Marla Narazani and
Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Aldana Lizarraga and
Igor Yakushev and
Christian Wachinger},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Is a {PET} All You Need? {A} Multi-modal Study for Alzheimer's Disease
Using 3D CNNs},
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 = {66--76},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16431-6\_7},
doi = {10.1007/978-3-031-16431-6\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/NarazaniSPLYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09446,
author = {Fabian Bongratz and
Anne{-}Marie Rickmann and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from
3D {MRI} Scans with Geometric Deep Neural Networks},
journal = {CoRR},
volume = {abs/2203.09446},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09446},
doi = {10.48550/ARXIV.2203.09446},
eprinttype = {arXiv},
eprint = {2203.09446},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02091,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis},
journal = {CoRR},
volume = {abs/2207.02091},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02091},
doi = {10.48550/ARXIV.2207.02091},
eprinttype = {arXiv},
eprint = {2207.02091},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02094,
author = {Marla Narazani and
Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Aldana Lizarraga and
Igor Yakushev and
Christian Wachinger},
title = {Is a {PET} all you need? {A} multi-modal study for Alzheimer's disease
using 3D CNNs},
journal = {CoRR},
volume = {abs/2207.02094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02094},
doi = {10.48550/ARXIV.2207.02094},
eprinttype = {arXiv},
eprint = {2207.02094},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01772,
author = {Anne{-}Marie Rickmann and
Fabian Bongratz and
Sebastian P{\"{o}}lsterl and
Ignacio Sarasua and
Christian Wachinger},
title = {Joint Reconstruction and Parcellation of Cortical Surfaces},
journal = {CoRR},
volume = {abs/2210.01772},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01772},
doi = {10.48550/ARXIV.2210.01772},
eprinttype = {arXiv},
eprint = {2210.01772},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/Gutierrez-Becker21,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Ignacio Sarasua and
Christian Wachinger},
title = {Discriminative and generative models for anatomical shape analysis
on point clouds with deep neural networks},
journal = {Medical Image Anal.},
volume = {67},
pages = {101852},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101852},
doi = {10.1016/J.MEDIA.2020.101852},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/Gutierrez-Becker21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WachingerRP21,
author = {Christian Wachinger and
Anna Rieckmann and
Sebastian P{\"{o}}lsterl},
title = {Detect and correct bias in multi-site neuroimaging datasets},
journal = {Medical Image Anal.},
volume = {67},
pages = {101879},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101879},
doi = {10.1016/J.MEDIA.2020.101879},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/WachingerRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/PolsterlW21,
author = {Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Aasa Feragen and
Stefan Sommer and
Julia A. Schnabel and
Mads Nielsen},
title = {Estimation of Causal Effects in the Presence of Unobserved Confounding
in the Alzheimer's Continuum},
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 = {45--57},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78191-0\_4},
doi = {10.1007/978-3-030-78191-0\_4},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/PolsterlW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SarasuaLW21,
author = {Ignacio Sarasua and
Jonwong Lee and
Christian Wachinger},
title = {Geometric Deep Learning on Anatomical Meshes for the Prediction of
Alzheimer's Disease},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1356--1359},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433948},
doi = {10.1109/ISBI48211.2021.9433948},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/SarasuaLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SarasuaPW21,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Pingkun Yan},
title = {TransforMesh: {A} Transformer Network for Longitudinal Modeling of
Anatomical Meshes},
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 = {209--218},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87589-3\_22},
doi = {10.1007/978-3-030-87589-3\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SarasuaPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GrogerRW21,
author = {Fabian Gr{\"{o}}ger and
Anne{-}Marie Rickmann and
Christian Wachinger},
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Pingkun Yan},
title = {{STRUDEL:} Self-training with Uncertainty Dependent Label Refinement
Across Domains},
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 = {306--316},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87589-3\_32},
doi = {10.1007/978-3-030-87589-3\_32},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GrogerRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PolsterlAW21,
author = {Sebastian P{\"{o}}lsterl and
Christina Aigner and
Christian Wachinger},
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 = {Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from
Heterogeneous Data},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {434--444},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_41},
doi = {10.1007/978-3-030-87199-4\_41},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PolsterlAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RongeNWP21,
author = {Raphael Ronge and
Kwangsik Nho and
Christian Wachinger and
Sebastian P{\"{o}}lsterl},
editor = {Chunfeng Lian and
Xiaohuan Cao and
Islem Rekik and
Xuanang Xu and
Pingkun Yan},
title = {Alzheimer's Disease Diagnosis via Deep Factorization Machine Models},
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 = {624--633},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87589-3\_64},
doi = {10.1007/978-3-030-87589-3\_64},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RongeNWP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PolsterlWW21,
author = {Sebastian P{\"{o}}lsterl and
Tom Nuno Wolf and
Christian Wachinger},
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 = {Combining 3D Image and Tabular Data via the Dynamic Affine Feature
Map Transform},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12905},
pages = {688--698},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87240-3\_66},
doi = {10.1007/978-3-030-87240-3\_66},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PolsterlWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaca/KopperPWB0R21,
author = {Philipp Kopper and
Sebastian P{\"{o}}lsterl and
Christian Wachinger and
Bernd Bischl and
Andreas Bender and
David R{\"{u}}gamer},
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Semi-Structured Deep Piecewise Exponential Models},
booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {40--53},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v146/kopper21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/spaca/KopperPWB0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10047,
author = {Ignacio Sarasua and
Jonwong Lee and
Christian Wachinger},
title = {Geometric Deep Learning on Anatomical Meshes for the Prediction of
Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2104.10047},
year = {2021},
url = {https://arxiv.org/abs/2104.10047},
eprinttype = {arXiv},
eprint = {2104.10047},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11596,
author = {Fabian Gr{\"{o}}ger and
Anne{-}Marie Rickmann and
Christian Wachinger},
title = {{STRUDEL:} Self-Training with Uncertainty Dependent Label Refinement
across Domains},
journal = {CoRR},
volume = {abs/2104.11596},
year = {2021},
url = {https://arxiv.org/abs/2104.11596},
eprinttype = {arXiv},
eprint = {2104.11596},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05735,
author = {Michela Antonelli and
Annika Reinke and
Spyridon Bakas and
Keyvan Farahani and
Annette Kopp{-}Schneider and
Bennett A. Landman and
Geert Litjens and
Bjoern H. Menze and
Olaf Ronneberger and
Ronald M. Summers and
Bram van Ginneken and
Michel Bilello and
Patrick Bilic and
Patrick Ferdinand Christ and
Richard K. G. Do and
Marc Gollub and
Stephan Heckers and
Henkjan J. Huisman and
William R. Jarnagin and
Maureen McHugo and
Sandy Napel and
Jennifer Goli{-}Pernicka and
Kawal S. Rhode and
Catalina Tobon{-}Gomez and
Eugene Vorontsov and
James A. Meakin and
S{\'{e}}bastien Ourselin and
Manuel Wiesenfarth and
Pablo Arbel{\'{a}}ez and
Byeonguk Bae and
Sihong Chen and
Laura Alexandra Daza and
Jianjiang Feng and
Baochun He and
Fabian Isensee and
Yuanfeng Ji and
Fucang Jia and
Namkug Kim and
Ildoo Kim and
Dorit Merhof and
Akshay Pai and
BeomHee Park and
Mathias Perslev and
Ramin Rezaiifar and
Oliver Rippel and
Ignacio Sarasua and
Wei Shen and
Jaemin Son and
Christian Wachinger and
Liansheng Wang and
Yan Wang and
Yingda Xia and
Daguang Xu and
Zhanwei Xu and
Yefeng Zheng and
Amber L. Simpson and
Lena Maier{-}Hein and
M. Jorge Cardoso},
title = {The Medical Segmentation Decathlon},
journal = {CoRR},
volume = {abs/2106.05735},
year = {2021},
url = {https://arxiv.org/abs/2106.05735},
eprinttype = {arXiv},
eprint = {2106.05735},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05990,
author = {Sebastian P{\"{o}}lsterl and
Tom Nuno Wolf and
Christian Wachinger},
title = {Combining 3D Image and Tabular Data via the Dynamic Affine Feature
Map Transform},
journal = {CoRR},
volume = {abs/2107.05990},
year = {2021},
url = {https://arxiv.org/abs/2107.05990},
eprinttype = {arXiv},
eprint = {2107.05990},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05997,
author = {Sebastian P{\"{o}}lsterl and
Christina Aigner and
Christian Wachinger},
title = {Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from
Heterogeneous Data},
journal = {CoRR},
volume = {abs/2107.05997},
year = {2021},
url = {https://arxiv.org/abs/2107.05997},
eprinttype = {arXiv},
eprint = {2107.05997},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05916,
author = {Raphael Ronge and
Kwangsik Nho and
Christian Wachinger and
Sebastian P{\"{o}}lsterl},
title = {Alzheimer's Disease Diagnosis via Deep Factorization Machine Models},
journal = {CoRR},
volume = {abs/2108.05916},
year = {2021},
url = {https://arxiv.org/abs/2108.05916},
eprinttype = {arXiv},
eprint = {2108.05916},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00532,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {TransforMesh: {A} Transformer Network for Longitudinal modeling of
Anatomical Meshes},
journal = {CoRR},
volume = {abs/2109.00532},
year = {2021},
url = {https://arxiv.org/abs/2109.00532},
eprinttype = {arXiv},
eprint = {2109.00532},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RoySPNW20,
author = {Abhijit Guha Roy and
Shayan Siddiqui and
Sebastian P{\"{o}}lsterl and
Nassir Navab and
Christian Wachinger},
title = {'Squeeze {\&} excite' guided few-shot segmentation of volumetric
images},
journal = {Medical Image Anal.},
volume = {59},
year = {2020},
url = {https://doi.org/10.1016/j.media.2019.101587},
doi = {10.1016/J.MEDIA.2019.101587},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RoySPNW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChauvinKWVGDWT20,
author = {Laurent Chauvin and
Kuldeep Kumar and
Christian Wachinger and
Mark G. Vangel and
Jacques A. de Guise and
Christian Desrosiers and
William M. Wells III and
Matthew Toews},
title = {Neuroimage signature from salient keypoints is highly specific to
individuals and shared by close relatives},
journal = {NeuroImage},
volume = {204},
year = {2020},
url = {https://doi.org/10.1016/j.neuroimage.2019.116208},
doi = {10.1016/J.NEUROIMAGE.2019.116208},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ChauvinKWVGDWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WachingerTLWG20,
author = {Christian Wachinger and
Matthew Toews and
Georg Langs and
William M. Wells III and
Polina Golland},
title = {Keypoint Transfer for Fast Whole-Body Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {2},
pages = {273--282},
year = {2020},
url = {https://doi.org/10.1109/TMI.2018.2851194},
doi = {10.1109/TMI.2018.2851194},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/WachingerTLWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RickmannRSW20,
author = {Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Ignacio Sarasua and
Christian Wachinger},
title = {Recalibrating 3D ConvNets With Project {\&} Excite},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {7},
pages = {2461--2471},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.2972059},
doi = {10.1109/TMI.2020.2972059},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/RickmannRSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/SarasuaPW20,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Vitomir Struc and
Francisco G{\'{o}}mez Fern{\'{a}}ndez},
title = {Recalibration of Neural Networks for Point Cloud Analysis},
booktitle = {8th International Conference on 3D Vision, 3DV 2020, Virtual Event,
Japan, November 25-28, 2020},
pages = {443--451},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/3DV50981.2020.00054},
doi = {10.1109/3DV50981.2020.00054},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/3dim/SarasuaPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SenapatiRPGGSPB20,
author = {Jyotirmay Senapati and
Abhijit Guha Roy and
Sebastian P{\"{o}}lsterl and
Daniel Gutmann and
Sergios Gatidis and
Christopher Schlett and
Annette Peters and
Fabian Bamberg and
Christian Wachinger},
editor = {Mingxia Liu and
Pingkun Yan and
Chunfeng Lian and
Xiaohuan Cao},
title = {Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers},
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 = {270--280},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59861-7\_28},
doi = {10.1007/978-3-030-59861-7\_28},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SenapatiRPGGSPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OzgunRRW20,
author = {Sinan {\"{O}}zg{\"{u}}r {\"{O}}zg{\"{u}}n and
Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Christian Wachinger},
editor = {Mingxia Liu and
Pingkun Yan and
Chunfeng Lian and
Xiaohuan Cao},
title = {Importance Driven Continual Learning for Segmentation Across Domains},
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 = {423--433},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59861-7\_43},
doi = {10.1007/978-3-030-59861-7\_43},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/OzgunRRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PolsterlW20,
author = {Sebastian P{\"{o}}lsterl and
Christian Wachinger},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Adversarial Learned Molecular Graph Inference and Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12458},
pages = {173--189},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67661-2\_11},
doi = {10.1007/978-3-030-67661-2\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PolsterlW20.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-2002-05049,
author = {Christian Wachinger and
Anna Rieckmann and
Sebastian P{\"{o}}lsterl},
title = {Detect and Correct Bias in Multi-Site Neuroimaging Datasets},
journal = {CoRR},
volume = {abs/2002.05049},
year = {2020},
url = {https://arxiv.org/abs/2002.05049},
eprinttype = {arXiv},
eprint = {2002.05049},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10994,
author = {Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Ignacio Sarasua and
Christian Wachinger},
title = {Recalibrating 3D ConvNets with Project {\&} Excite},
journal = {CoRR},
volume = {abs/2002.10994},
year = {2020},
url = {https://arxiv.org/abs/2002.10994},
eprinttype = {arXiv},
eprint = {2002.10994},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00079,
author = {Sinan {\"{O}}zg{\"{u}}r {\"{O}}zg{\"{u}}n and
Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Christian Wachinger},
title = {Importance Driven Continual Learning for Segmentation Across Domains},
journal = {CoRR},
volume = {abs/2005.00079},
year = {2020},
url = {https://arxiv.org/abs/2005.00079},
eprinttype = {arXiv},
eprint = {2005.00079},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13135,
author = {Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Controlling for Unknown Confounders in Neuroimaging},
journal = {CoRR},
volume = {abs/2006.13135},
year = {2020},
url = {https://arxiv.org/abs/2006.13135},
eprinttype = {arXiv},
eprint = {2006.13135},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12680,
author = {Jyotirmay Senapati and
Abhijit Guha Roy and
Sebastian P{\"{o}}lsterl and
Daniel Gutmann and
Sergios Gatidis and
Christopher Schlett and
Annette Peters and
Fabian Bamberg and
Christian Wachinger},
title = {Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers},
journal = {CoRR},
volume = {abs/2008.12680},
year = {2020},
url = {https://arxiv.org/abs/2008.12680},
eprinttype = {arXiv},
eprint = {2008.12680},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00820,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Ignacio Sarasua and
Christian Wachinger},
title = {Discriminative and Generative Models for Anatomical Shape Analysison
Point Clouds with Deep Neural Networks},
journal = {CoRR},
volume = {abs/2010.00820},
year = {2020},
url = {https://arxiv.org/abs/2010.00820},
eprinttype = {arXiv},
eprint = {2010.00820},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05824,
author = {Philipp Kopper and
Sebastian P{\"{o}}lsterl and
Christian Wachinger and
Bernd Bischl and
Andreas Bender and
David R{\"{u}}gamer},
title = {Semi-Structured Deep Piecewise Exponential Models},
journal = {CoRR},
volume = {abs/2011.05824},
year = {2020},
url = {https://arxiv.org/abs/2011.05824},
eprinttype = {arXiv},
eprint = {2011.05824},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12888,
author = {Ignacio Sarasua and
Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Recalibration of Neural Networks for Point Cloud Analysis},
journal = {CoRR},
volume = {abs/2011.12888},
year = {2020},
url = {https://arxiv.org/abs/2011.12888},
eprinttype = {arXiv},
eprint = {2011.12888},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RoyCNWI19,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger and
Alzheimer's Disease Neuroimaging Initiative},
title = {QuickNAT: {A} fully convolutional network for quick and accurate segmentation
of neuroanatomy},
journal = {NeuroImage},
volume = {186},
pages = {713--727},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.11.042},
doi = {10.1016/J.NEUROIMAGE.2018.11.042},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/RoyCNWI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RoyCNW19,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
title = {Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation
for structure-wise quality control},
journal = {NeuroImage},
volume = {195},
pages = {11--22},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2019.03.042},
doi = {10.1016/J.NEUROIMAGE.2019.03.042},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/RoyCNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RoyNW19,
author = {Abhijit Guha Roy and
Nassir Navab and
Christian Wachinger},
title = {Recalibrating Fully Convolutional Networks With Spatial and Channel
"Squeeze and Excitation" Blocks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {540--549},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2867261},
doi = {10.1109/TMI.2018.2867261},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/RoyNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/Gutierrez-Becker19,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Christian Wachinger},
editor = {Albert C. S. Chung and
James C. Gee and
Paul A. Yushkevich and
Siqi Bao},
title = {Learning a Conditional Generative Model for Anatomical Shape Analysis},
booktitle = {Information Processing in Medical Imaging - 26th International Conference,
{IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11492},
pages = {505--516},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20351-1\_39},
doi = {10.1007/978-3-030-20351-1\_39},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/Gutierrez-Becker19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/PaschaliSRGWN19,
author = {Magdalini Paschali and
Walter Simson and
Abhijit Guha Roy and
R{\"{u}}diger G{\"{o}}bl and
Christian Wachinger and
Nassir Navab},
editor = {Albert C. S. Chung and
James C. Gee and
Paul A. Yushkevich and
Siqi Bao},
title = {Manifold Exploring Data Augmentation with Geometric Transformations
for Increased Performance and Robustness},
booktitle = {Information Processing in Medical Imaging - 26th International Conference,
{IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11492},
pages = {517--529},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20351-1\_40},
doi = {10.1007/978-3-030-20351-1\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/PaschaliSRGWN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PolsterlGSRW19,
author = {Sebastian P{\"{o}}lsterl and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Ignacio Sarasua and
Abhijit Guha Roy and
Christian Wachinger},
editor = {Kilian M. Pohl and
Wesley K. Thompson and
Ehsan Adeli and
Marius George Linguraru},
title = {Prediction of Fluid Intelligence from T1-Weighted Magnetic Resonance
Images},
booktitle = {Adolescent Brain Cognitive Development Neurocognitive Prediction -
First Challenge, {ABCD-NP} 2019, Held in Conjunction with {MICCAI}
2019, Shenzhen, China, October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11791},
pages = {35--46},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31901-4\_5},
doi = {10.1007/978-3-030-31901-4\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PolsterlGSRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RickmannRSNW19,
author = {Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Ignacio Sarasua and
Nassir Navab and
Christian Wachinger},
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 = {'Project {\&} Excite' Modules for Segmentation of Volumetric Medical
Scans},
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 = {39--47},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_5},
doi = {10.1007/978-3-030-32245-8\_5},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RickmannRSNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PolsterlGSRW19a,
author = {Sebastian P{\"{o}}lsterl and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Ignacio Sarasua and
Abhijit Guha Roy and
Christian Wachinger},
editor = {Kilian M. Pohl and
Wesley K. Thompson and
Ehsan Adeli and
Marius George Linguraru},
title = {An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived
Features},
booktitle = {Adolescent Brain Cognitive Development Neurocognitive Prediction -
First Challenge, {ABCD-NP} 2019, Held in Conjunction with {MICCAI}
2019, Shenzhen, China, October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11791},
pages = {99--107},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31901-4\_12},
doi = {10.1007/978-3-030-31901-4\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PolsterlGSRW19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerGRP19,
author = {Christian Wachinger and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Anna Rieckmann and
Sebastian P{\"{o}}lsterl},
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 = {Quantifying Confounding Bias in Neuroimaging Datasets with Causal
Inference},
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 = {484--492},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_53},
doi = {10.1007/978-3-030-32251-9\_53},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerGRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PolsterlSGW19,
author = {Sebastian P{\"{o}}lsterl and
Ignacio Sarasua and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Christian Wachinger},
editor = {Peggy Cellier and
Kurt Driessens},
title = {A Wide and Deep Neural Network for Survival Analysis from Anatomical
Shape and Tabular Clinical Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - International
Workshops of {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September
16-20, 2019, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1167},
pages = {453--464},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43823-4\_37},
doi = {10.1007/978-3-030-43823-4\_37},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PolsterlSGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04420,
author = {Magdalini Paschali and
Walter Simson and
Abhijit Guha Roy and
Muhammad Ferjad Naeem and
R{\"{u}}diger G{\"{o}}bl and
Christian Wachinger and
Nassir Navab},
title = {Data Augmentation with Manifold Exploring Geometric Transformations
for Increased Performance and Robustness},
journal = {CoRR},
volume = {abs/1901.04420},
year = {2019},
url = {http://arxiv.org/abs/1901.04420},
eprinttype = {arXiv},
eprint = {1901.04420},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01314,
author = {Abhijit Guha Roy and
Shayan Siddiqui and
Sebastian P{\"{o}}lsterl and
Nassir Navab and
Christian Wachinger},
title = {'Squeeze {\&} Excite' Guided Few-Shot Segmentation of Volumetric
Images},
journal = {CoRR},
volume = {abs/1902.01314},
year = {2019},
url = {http://arxiv.org/abs/1902.01314},
eprinttype = {arXiv},
eprint = {1902.01314},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06731,
author = {Abhijit Guha Roy and
Shayan Siddiqui and
Sebastian P{\"{o}}lsterl and
Nassir Navab and
Christian Wachinger},
title = {BrainTorrent: {A} Peer-to-Peer Environment for Decentralized Federated
Learning},
journal = {CoRR},
volume = {abs/1905.06731},
year = {2019},
url = {http://arxiv.org/abs/1905.06731},
eprinttype = {arXiv},
eprint = {1905.06731},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10310,
author = {Sebastian P{\"{o}}lsterl and
Christian Wachinger},
title = {Likelihood-Free Inference and Generation of Molecular Graphs},
journal = {CoRR},
volume = {abs/1905.10310},
year = {2019},
url = {http://arxiv.org/abs/1905.10310},
eprinttype = {arXiv},
eprint = {1905.10310},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04649,
author = {Anne{-}Marie Rickmann and
Abhijit Guha Roy and
Ignacio Sarasua and
Nassir Navab and
Christian Wachinger},
title = {'Project {\&} Excite' Modules for Segmentation of Volumetric Medical
Scans},
journal = {CoRR},
volume = {abs/1906.04649},
year = {2019},
url = {http://arxiv.org/abs/1906.04649},
eprinttype = {arXiv},
eprint = {1906.04649},
timestamp = {Mon, 17 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04102,
author = {Christian Wachinger and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Anna Rieckmann and
Sebastian P{\"{o}}lsterl},
title = {Quantifying Confounding Bias in Neuroimaging Datasets with Causal
Inference},
journal = {CoRR},
volume = {abs/1907.04102},
year = {2019},
url = {http://arxiv.org/abs/1907.04102},
eprinttype = {arXiv},
eprint = {1907.04102},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03890,
author = {Sebastian P{\"{o}}lsterl and
Ignacio Sarasua and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Christian Wachinger},
title = {A Wide and Deep Neural Network for Survival Analysis from Anatomical
Shape and Tabular Clinical Data},
journal = {CoRR},
volume = {abs/1909.03890},
year = {2019},
url = {http://arxiv.org/abs/1909.03890},
eprinttype = {arXiv},
eprint = {1909.03890},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WachingerRK18,
author = {Christian Wachinger and
Martin Reuter and
Tassilo Klein},
title = {DeepNAT: Deep convolutional neural network for segmenting neuroanatomy},
journal = {NeuroImage},
volume = {170},
pages = {434--445},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.02.035},
doi = {10.1016/J.NEUROIMAGE.2017.02.035},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/WachingerRK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/Gutierrez-Becker18,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Tassilo Klein and
Christian Wachinger},
title = {Gaussian process uncertainty in age estimation as a measure of brain
abnormality},
journal = {NeuroImage},
volume = {175},
pages = {246--258},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.03.075},
doi = {10.1016/J.NEUROIMAGE.2018.03.075},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/Gutierrez-Becker18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RoyCNW18,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Fast {MRI} Whole Brain Segmentation with Fully Convolutional
Neural Networks},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {42},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_26},
doi = {10.1007/978-3-662-56537-7\_26},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/RoyCNW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KumarCRWN18,
author = {Shubham Kumar and
Sailesh Conjeti and
Abhijit Guha Roy and
Christian Wachinger and
Nassir Navab},
title = {InfiNet: Fully convolutional networks for infant brain {MRI} segmentation},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {145--148},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363542},
doi = {10.1109/ISBI.2018.8363542},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/KumarCRWN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Gutierrez-Becker18a,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Sergios Gatidis and
Daniel Gutmann and
Annette Peters and
Christopher Schlett and
Fabian Bamberg and
Christian Wachinger},
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Marcel L{\"{u}}thi and
Bernhard Egger},
title = {Deep Shape Analysis on Abdominal Organs for Diabetes Prediction},
booktitle = {Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held
in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11167},
pages = {223--231},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04747-4\_21},
doi = {10.1007/978-3-030-04747-4\_21},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/Gutierrez-Becker18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RoyNW18,
author = {Abhijit Guha Roy and
Nassir Navab and
Christian Wachinger},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Concurrent Spatial and Channel 'Squeeze {\&} Excitation' in Fully
Convolutional Networks},
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 = {421--429},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_48},
doi = {10.1007/978-3-030-00928-1\_48},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RoyNW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Gutierrez-Becker18,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Christian Wachinger},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Deep Multi-structural Shape Analysis: Application to Neuroanatomy},
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 = {523--531},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_60},
doi = {10.1007/978-3-030-00931-1\_60},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/Gutierrez-Becker18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RoyCNW18,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Inherent Brain Segmentation Quality Control from Fully ConvNet Monte
Carlo Sampling},
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 = {664--672},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_75},
doi = {10.1007/978-3-030-00928-1\_75},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RoyCNW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018shapemi,
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Marcel L{\"{u}}thi and
Bernhard Egger},
title = {Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held
in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11167},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04747-4},
doi = {10.1007/978-3-030-04747-4},
isbn = {978-3-030-04746-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018shapemi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04161,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
title = {QuickNAT: Segmenting {MRI} Neuroanatomy in 20 seconds},
journal = {CoRR},
volume = {abs/1801.04161},
year = {2018},
url = {http://arxiv.org/abs/1801.04161},
eprinttype = {arXiv},
eprint = {1801.04161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02579,
author = {Abhijit Guha Roy and
Nassir Navab and
Christian Wachinger},
title = {Concurrent Spatial and Channel Squeeze {\&} Excitation in Fully
Convolutional Networks},
journal = {CoRR},
volume = {abs/1803.02579},
year = {2018},
url = {http://arxiv.org/abs/1803.02579},
eprinttype = {arXiv},
eprint = {1803.02579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01296,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Tassilo Klein and
Christian Wachinger},
title = {Gaussian Process Uncertainty in Age Estimation as a Measure of Brain
Abnormality},
journal = {CoRR},
volume = {abs/1804.01296},
year = {2018},
url = {http://arxiv.org/abs/1804.01296},
eprinttype = {arXiv},
eprint = {1804.01296},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07046,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
title = {Inherent Brain Segmentation Quality Control from Fully ConvNet Monte
Carlo Sampling},
journal = {CoRR},
volume = {abs/1804.07046},
year = {2018},
url = {http://arxiv.org/abs/1804.07046},
eprinttype = {arXiv},
eprint = {1804.07046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10764,
author = {Christian Wachinger and
Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Anna Rieckmann},
title = {Detect, Quantify, and Incorporate Dataset Bias: {A} Neuroimaging Analysis
on 12, 207 Individuals},
journal = {CoRR},
volume = {abs/1804.10764},
year = {2018},
url = {http://arxiv.org/abs/1804.10764},
eprinttype = {arXiv},
eprint = {1804.10764},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01069,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Christian Wachinger},
title = {Deep Multi-Structural Shape Analysis: Application to Neuroanatomy},
journal = {CoRR},
volume = {abs/1806.01069},
year = {2018},
url = {http://arxiv.org/abs/1806.01069},
eprinttype = {arXiv},
eprint = {1806.01069},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08723,
author = {Christian Wachinger and
Matthew Toews and
Georg Langs and
William M. Wells III and
Polina Golland},
title = {Keypoint Transfer for Fast Whole-Body Segmentation},
journal = {CoRR},
volume = {abs/1806.08723},
year = {2018},
url = {http://arxiv.org/abs/1806.08723},
eprinttype = {arXiv},
eprint = {1806.08723},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01946,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez{-}Becker and
Sergios Gatidis and
Daniel Gutmann and
Annette Peters and
Christopher Schlett and
Fabian Bamberg and
Christian Wachinger},
title = {Deep Shape Analysis on Abdominal Organs for Diabetes Prediction},
journal = {CoRR},
volume = {abs/1808.01946},
year = {2018},
url = {http://arxiv.org/abs/1808.01946},
eprinttype = {arXiv},
eprint = {1808.01946},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08127,
author = {Abhijit Guha Roy and
Nassir Navab and
Christian Wachinger},
title = {Recalibrating Fully Convolutional Networks with Spatial and Channel
'Squeeze {\&} Excitation' Blocks},
journal = {CoRR},
volume = {abs/1808.08127},
year = {2018},
url = {http://arxiv.org/abs/1808.08127},
eprinttype = {arXiv},
eprint = {1808.08127},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05735,
author = {Shubham Kumar and
Sailesh Conjeti and
Abhijit Guha Roy and
Christian Wachinger and
Nassir Navab},
title = {InfiNet: Fully Convolutional Networks for Infant Brain {MRI} Segmentation},
journal = {CoRR},
volume = {abs/1810.05735},
year = {2018},
url = {http://arxiv.org/abs/1810.05735},
eprinttype = {arXiv},
eprint = {1810.05735},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09800,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Nassir Navab and
Christian Wachinger},
title = {Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation
for Structure-wise Quality Control},
journal = {CoRR},
volume = {abs/1811.09800},
year = {2018},
url = {http://arxiv.org/abs/1811.09800},
eprinttype = {arXiv},
eprint = {1811.09800},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/WachingerBSG17,
author = {Christian Wachinger and
Matthew S. Brennan and
Gregory C. Sharp and
Polina Golland},
title = {Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal
Means},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {64},
number = {7},
pages = {1492--1502},
year = {2017},
url = {https://doi.org/10.1109/TBME.2016.2603119},
doi = {10.1109/TBME.2016.2603119},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/WachingerBSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/0001W17,
author = {Martin Reuter and
Christian Wachinger},
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Abtract: Shape Analysis in Human Brain {MRI}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
pages = {358},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0\_80},
doi = {10.1007/978-3-662-54345-0\_80},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/0001W17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerRR17,
author = {Christian Wachinger and
Anna Rieckmann and
Martin Reuter},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Latent Processes Governing Neuroanatomical Change in Aging and Dementia},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {30--37},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_4},
doi = {10.1007/978-3-319-66179-7\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GutierrezPKW17,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez and
Lo{\"{\i}}c Peter and
Tassilo Klein and
Christian Wachinger},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {A Multi-armed Bandit to Smartly Select a Training Set from Big Medical
Data},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {38--45},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_5},
doi = {10.1007/978-3-319-66179-7\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GutierrezPKW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RoyCSKNW17,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Debdoot Sheet and
Amin Katouzian and
Nassir Navab and
Christian Wachinger},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Error Corrective Boosting for Learning Fully Convolutional Networks
with Limited Data},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {231--239},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_27},
doi = {10.1007/978-3-319-66179-7\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RoyCSKNW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Wachinger0K17,
author = {Christian Wachinger and
Martin Reuter and
Tassilo Klein},
title = {DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy},
journal = {CoRR},
volume = {abs/1702.08192},
year = {2017},
url = {http://arxiv.org/abs/1702.08192},
eprinttype = {arXiv},
eprint = {1702.08192},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Wachinger0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RoyCKSKWN17,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Sri Phani Krishna Karri and
Debdoot Sheet and
Amin Katouzian and
Christian Wachinger and
Nassir Navab},
title = {ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical
Coherence Tomography using Fully Convolutional Network},
journal = {CoRR},
volume = {abs/1704.02161},
year = {2017},
url = {http://arxiv.org/abs/1704.02161},
eprinttype = {arXiv},
eprint = {1704.02161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RoyCKSKWN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RoyCSKNW17,
author = {Abhijit Guha Roy and
Sailesh Conjeti and
Debdoot Sheet and
Amin Katouzian and
Nassir Navab and
Christian Wachinger},
title = {Error Corrective Boosting for Learning Fully Convolutional Networks
with Limited Data},
journal = {CoRR},
volume = {abs/1705.00938},
year = {2017},
url = {http://arxiv.org/abs/1705.00938},
eprinttype = {arXiv},
eprint = {1705.00938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RoyCSKNW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GutierrezPKW17,
author = {Benjam{\'{\i}}n Guti{\'{e}}rrez and
Lo{\"{\i}}c Peter and
Tassilo Klein and
Christian Wachinger},
title = {A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical
Data},
journal = {CoRR},
volume = {abs/1705.08111},
year = {2017},
url = {http://arxiv.org/abs/1705.08111},
eprinttype = {arXiv},
eprint = {1705.08111},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GutierrezPKW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WachingerR16,
author = {Christian Wachinger and
Martin Reuter},
title = {Domain adaptation for Alzheimer's disease diagnostics},
journal = {NeuroImage},
volume = {139},
pages = {470--479},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2016.05.053},
doi = {10.1016/J.NEUROIMAGE.2016.05.053},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/WachingerR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2016sesami,
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert},
title = {Spectral and Shape Analysis in Medical Imaging - First International
Workshop, SeSAMI 2016, Held in Conjunction with {MICCAI} 2016, Athens,
Greece, October 21, 2016, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10126},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51237-2},
doi = {10.1007/978-3-319-51237-2},
isbn = {978-3-319-51236-5},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2016sesami.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WachingerGKFR15,
author = {Christian Wachinger and
Polina Golland and
William S. Kremen and
Bruce Fischl and
Martin Reuter},
title = {BrainPrint: {A} discriminative characterization of brain morphology},
journal = {NeuroImage},
volume = {109},
pages = {232--248},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.01.032},
doi = {10.1016/J.NEUROIMAGE.2015.01.032},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/WachingerGKFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/WachingerTLWG15,
author = {Christian Wachinger and
Matthew Toews and
Georg Langs and
William M. Wells III and
Polina Golland},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Keypoint Transfer Segmentation},
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 = {233--245},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_18},
doi = {10.1007/978-3-319-19992-4\_18},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/WachingerTLWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ToewsWEW15,
author = {Matthew Toews and
Christian Wachinger and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
William M. Wells III},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {A Feature-Based Approach to Big Data Analysis of Medical Images},
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 = {339--350},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_26},
doi = {10.1007/978-3-319-19992-4\_26},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/ToewsWEW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/WachingerG15,
author = {Christian Wachinger and
Polina Golland},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Sampling from Determinantal Point Processes for Scalable Manifold
Learning},
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 = {687--698},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_54},
doi = {10.1007/978-3-319-19992-4\_54},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/WachingerG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WachingerG15,
author = {Christian Wachinger and
Polina Golland},
title = {Diverse Landmark Sampling from Determinantal Point Processes for Scalable
Manifold Learning},
journal = {CoRR},
volume = {abs/1503.03506},
year = {2015},
url = {http://arxiv.org/abs/1503.03506},
eprinttype = {arXiv},
eprint = {1503.03506},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WachingerG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/MagnainARWFRAWBF14,
author = {Caroline Magnain and
Jean Augustinack and
Martin Reuter and
Christian Wachinger and
Matthew P. Frosch and
Timothy Ragan and
Taner Akkin and
Van J. Wedeen and
David A. Boas and
Bruce Fischl},
title = {Blockface histology with optical coherence tomography: {A} comparison
with Nissl staining},
journal = {NeuroImage},
volume = {84},
pages = {524--533},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.08.072},
doi = {10.1016/J.NEUROIMAGE.2013.08.072},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/MagnainARWFRAWBF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerGR14,
author = {Christian Wachinger and
Polina Golland and
Martin Reuter},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {BrainPrint : Identifying Subjects by Their Brain},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8675},
pages = {41--48},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10443-0\_6},
doi = {10.1007/978-3-319-10443-0\_6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerGRW14,
author = {Christian Wachinger and
Polina Golland and
Martin Reuter and
William M. Wells III},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Gaussian Process Interpolation for Uncertainty Estimation in Image
Registration},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8673},
pages = {267--274},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10404-1\_34},
doi = {10.1007/978-3-319-10404-1\_34},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerGRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerG14,
author = {Christian Wachinger and
Polina Golland},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Atlas-Based Under-Segmentation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8673},
pages = {315--322},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10404-1\_40},
doi = {10.1007/978-3-319-10404-1\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WachingerN13,
author = {Christian Wachinger and
Nassir Navab},
title = {Simultaneous Registration of Multiple Images: Similarity Metrics and
Efficient Optimization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {5},
pages = {1221--1233},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.196},
doi = {10.1109/TPAMI.2012.196},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WachingerN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ChenWG13,
author = {George H. Chen and
Christian Wachinger and
Polina Golland},
editor = {James C. Gee and
Sarang C. Joshi and
Kilian M. Pohl and
William M. Wells III and
Lilla Z{\"{o}}llei},
title = {Sparse Projections of Medical Images onto Manifolds},
booktitle = {Information Processing in Medical Imaging - 23rd International Conference,
{IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7917},
pages = {292--303},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38868-2\_25},
doi = {10.1007/978-3-642-38868-2\_25},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/ChenWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerSG13,
author = {Christian Wachinger and
Gregory C. Sharp and
Polina Golland},
editor = {Kensaku Mori and
Ichiro Sakuma and
Yoshinobu Sato and
Christian Barillot and
Nassir Navab},
title = {Contour-Driven Regression for Label Inference in Atlas-Based Segmentation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2013 - 16th International Conference, Nagoya, Japan, September 22-26,
2013, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8151},
pages = {211--218},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40760-4\_27},
doi = {10.1007/978-3-642-40760-4\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5508,
author = {George H. Chen and
Christian Wachinger and
Polina Golland},
title = {Sparse Projections of Medical Images onto Manifolds},
journal = {CoRR},
volume = {abs/1303.5508},
year = {2013},
url = {http://arxiv.org/abs/1303.5508},
eprinttype = {arXiv},
eprint = {1303.5508},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WachingerN12,
author = {Christian Wachinger and
Nassir Navab},
title = {Entropy and Laplacian images: Structural representations for multi-modal
registration},
journal = {Medical Image Anal.},
volume = {16},
number = {1},
pages = {1--17},
year = {2012},
url = {https://doi.org/10.1016/j.media.2011.03.001},
doi = {10.1016/J.MEDIA.2011.03.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/WachingerN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WachingerYRN12,
author = {Christian Wachinger and
Mehmet Yigitsoy and
Erik{-}Jan Rijkhorst and
Nassir Navab},
title = {Manifold learning for image-based breathing gating in ultrasound and
{MRI}},
journal = {Medical Image Anal.},
volume = {16},
number = {4},
pages = {806--818},
year = {2012},
url = {https://doi.org/10.1016/j.media.2011.11.008},
doi = {10.1016/J.MEDIA.2011.11.008},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/WachingerYRN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WachingerKN12,
author = {Christian Wachinger and
Tassilo Klein and
Nassir Navab},
title = {The 2D analytic signal for envelope detection and feature extraction
on ultrasound images},
journal = {Medical Image Anal.},
volume = {16},
number = {6},
pages = {1073--1084},
year = {2012},
url = {https://doi.org/10.1016/j.media.2012.05.001},
doi = {10.1016/J.MEDIA.2012.05.001},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/WachingerKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WachingerN12,
author = {Christian Wachinger and
Nassir Navab},
title = {A contextual maximum likelihood framework for modeling image registration},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {1995--2002},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247902},
doi = {10.1109/CVPR.2012.6247902},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WachingerN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MoradiWFWKWNT12,
author = {Mehdi Moradi and
Christian Wachinger and
Andriy Fedorov and
William M. Wells III and
Tina Kapur and
Luciant D. Wolfsberger and
Paul Nguyen and
Clare M. Tempany},
editor = {Fei Wang and
Dinggang Shen and
Pingkun Yan and
Kenji Suzuki},
title = {{MRI} Confirmed Prostate Tissue Classification with Laplacian Eigenmaps
of Ultrasound {RF} Spectra},
booktitle = {Machine Learning in Medical Imaging - Third International Workshop,
{MLMI} 2012, Held in Conjunction with {MICCAI} 2012, Nice, France,
October 1, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7588},
pages = {19--26},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35428-1\_3},
doi = {10.1007/978-3-642-35428-1\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MoradiWFWKWNT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerG12,
author = {Christian Wachinger and
Polina Golland},
editor = {Nicholas Ayache and
Herv{\'{e}} Delingette and
Polina Golland and
Kensaku Mori},
title = {Spectral Label Fusion},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2012 - 15th International Conference, Nice, France, October 1-5, 2012,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7512},
pages = {410--417},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33454-2\_51},
doi = {10.1007/978-3-642-33454-2\_51},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:books/daglib/0029118,
author = {Christian Wachinger},
title = {Ultrasound Mosaicing and Motion Modeling - Applications in Medical
Image Registration},
school = {Universit{\"{a}}t M{\"{u}}nchen},
year = {2011},
url = {https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20110913-1070775-1-8},
urn = {urn:nbn:de:bvb:91-diss-20110913-1070775-1-8},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0029118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/WachingerKN11,
author = {Christian Wachinger and
Tassilo Klein and
Nassir Navab},
editor = {G{\'{a}}bor Sz{\'{e}}kely and
Horst K. Hahn},
title = {The 2D Analytic Signal on {RF} and B-Mode Ultrasound Images},
booktitle = {Information Processing in Medical Imaging - 22nd International Conference,
{IPMI} 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6801},
pages = {359--370},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22092-0\_30},
doi = {10.1007/978-3-642-22092-0\_30},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/WachingerKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/YigitsoyWN11,
author = {Mehmet Yigitsoy and
Christian Wachinger and
Nassir Navab},
editor = {G{\'{a}}bor Sz{\'{e}}kely and
Horst K. Hahn},
title = {Temporal Groupwise Registration for Motion Modeling},
booktitle = {Information Processing in Medical Imaging - 22nd International Conference,
{IPMI} 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6801},
pages = {648--659},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22092-0\_53},
doi = {10.1007/978-3-642-22092-0\_53},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/YigitsoyWN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DemirciBWWBTGEN11,
author = {Stefanie Demirci and
Ali Bigdelou and
Lejing Wang and
Christian Wachinger and
Maximilian Baust and
Radhika Tibrewal and
Reza Ghotbi and
Hans{-}Henning Eckstein and
Nassir Navab},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {3D Stent Recovery from One X-Ray Projection},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6891},
pages = {178--185},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23623-5\_23},
doi = {10.1007/978-3-642-23623-5\_23},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DemirciBWWBTGEN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/YigitsoyWN11,
author = {Mehmet Yigitsoy and
Christian Wachinger and
Nassir Navab},
editor = {Benoit M. Dawant and
David R. Haynor},
title = {Manifold learning for image-based breathing gating in {MRI}},
booktitle = {Medical Imaging 2011: Image Processing, Lake Buena Vista, Florida,
USA, February 14-16, 2011},
series = {{SPIE} Proceedings},
volume = {7962},
pages = {796210},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.878027},
doi = {10.1117/12.878027},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/YigitsoyWN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/gi/Wachinger11,
author = {Christian Wachinger},
editor = {Abraham Bernstein and
Steffen H{\"{o}}lldobler and
Klaus{-}Peter L{\"{o}}hr and
Paul Molitor and
Gustaf Neumann and
R{\"{u}}diger Reischuk and
Myra Spiliopoulou and
Harald St{\"{o}}rrle and
Dorothea Wagner},
title = {Ultraschall-Mosaicing und Bewegungsmodellierung: Anwendungen der medizinischen
Bildregistrierung},
booktitle = {Ausgezeichnete Informatikdissertationen 2011},
series = {{LNI}},
volume = {{D-12}},
pages = {251--260},
publisher = {{GI}},
year = {2011},
url = {https://dl.gi.de/handle/20.500.12116/33708},
timestamp = {Tue, 04 Jul 2023 17:43:46 +0200},
biburl = {https://dblp.org/rec/conf/gi/Wachinger11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/WachingerN10,
author = {Christian Wachinger and
Nassir Navab},
editor = {Fr{\'{e}}d{\'{e}}ric Labrosse and
Reyer Zwiggelaar and
Yonghuai Liu and
Bernie Tiddeman},
title = {Manifold Learning for Multi-Modal Image Registration},
booktitle = {British Machine Vision Conference, {BMVC} 2010, Aberystwyth, UK, August
31 - September 3, 2010. Proceedings},
pages = {1--12},
publisher = {British Machine Vision Association},
year = {2010},
url = {https://doi.org/10.5244/C.24.82},
doi = {10.5244/C.24.82},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/WachingerN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WachingerN10,
author = {Christian Wachinger and
Nassir Navab},
title = {Structural image representation for image registration},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2010, San Francisco, CA, USA, 13-18 June, 2010},
pages = {23--30},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPRW.2010.5543432},
doi = {10.1109/CVPRW.2010.5543432},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WachingerN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WachingerMKN10,
author = {Christian Wachinger and
Diana Mateus and
Andreas Keil and
Nassir Navab},
title = {Manifold learning for patient position detection in {MRI}},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {1353--1356},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490248},
doi = {10.1109/ISBI.2010.5490248},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/WachingerMKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerYN10,
author = {Christian Wachinger and
Mehmet Yigitsoy and
Nassir Navab},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Manifold Learning for Image-Based Breathing Gating with Application
to 4D Ultrasound},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6362},
pages = {26--33},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15745-5\_4},
doi = {10.1007/978-3-642-15745-5\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerYN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WachingerSN09,
author = {Christian Wachinger and
Ramtin Shams and
Nassir Navab},
editor = {Hans{-}Peter Meinzer and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Towards an Estimation of Acoustic Impedance from Multiple Ultrasound
Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2009: Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 22. bis 25. M{\"{a}}rz
2009 in Heidelberg},
series = {Informatik Aktuell},
pages = {405--409},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-93860-6\_82},
doi = {10.1007/978-3-540-93860-6\_82},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/WachingerSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GlockerWZPKHN09,
author = {Ben Glocker and
Christian Wachinger and
Jochen Zeltner and
Nikos Paragios and
Nikos Komodakis and
Michael Sass Hansen and
Nassir Navab},
editor = {Hans{-}Peter Meinzer and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {{MRI} Composing for Whole Body Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2009: Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 22. bis 25. M{\"{a}}rz
2009 in Heidelberg},
series = {Informatik Aktuell},
pages = {420--424},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-93860-6\_85},
doi = {10.1007/978-3-540-93860-6\_85},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GlockerWZPKHN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WachingerN09,
author = {Christian Wachinger and
Nassir Navab},
title = {Similarity metrics and efficient optimization for simultaneous registration},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {667--674},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206694},
doi = {10.1109/CVPR.2009.5206694},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WachingerN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerN09,
author = {Christian Wachinger and
Nassir Navab},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Alignment of Viewing-Angle Dependent Ultrasound Images},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5761},
pages = {779--786},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04268-3\_96},
doi = {10.1007/978-3-642-04268-3\_96},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WachingerN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/WachingerBZGN09,
author = {Christian Wachinger and
Simon Baumann and
Jochen Zeltner and
Ben Glocker and
Nassir Navab},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {Sphere extraction in {MR} images with application to whole-body {MRI}},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {72594J},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.811603},
doi = {10.1117/12.811603},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/WachingerBZGN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WachingerSN08,
author = {Christian Wachinger and
Ramtin Shams and
Nassir Navab},
title = {Estimation of acoustic impedance from multiple ultrasound images with
application to spatial compounding},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2008, Anchorage, AK, USA, 23-28 June, 2008},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPRW.2008.4563028},
doi = {10.1109/CVPRW.2008.4563028},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WachingerSN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerGZPKHN08,
author = {Christian Wachinger and
Ben Glocker and
Jochen Zeltner and
Nikos Paragios and
Nikos Komodakis and
Michael Sass Hansen and
Nassir Navab},
editor = {Dimitris N. Metaxas and
Leon Axel and
Gabor Fichtinger and
G{\'{a}}bor Sz{\'{e}}kely},
title = {Deformable Mosaicing for Whole-Body {MRI}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2008, 11th International Conference, New York, NY, USA, September
6-10, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5242},
pages = {113--121},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85990-1\_14},
doi = {10.1007/978-3-540-85990-1\_14},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WachingerGZPKHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/WachingerN08,
author = {Christian Wachinger and
Nassir Navab},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {Ultrasound specific similarity measures for three-dimensional mosaicing},
booktitle = {Medical Imaging 2008: Image Processing, San Diego, California, United
States, 16-21 February 2008},
series = {{SPIE} Proceedings},
volume = {6914},
pages = {69140F},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.768820},
doi = {10.1117/12.768820},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/WachingerN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WachingerWN07,
author = {Christian Wachinger and
Wolfgang Wein and
Nassir Navab},
editor = {Nicholas Ayache and
S{\'{e}}bastien Ourselin and
Anthony J. Maeder},
title = {Three-Dimensional Ultrasound Mosaicing},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2007, 10th International Conference, Brisbane, Australia, October
29 - November 2, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4792},
pages = {327--335},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75759-7\_40},
doi = {10.1007/978-3-540-75759-7\_40},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WachingerWN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KeilWBTN06,
author = {Andreas Keil and
Christian Wachinger and
Gerhard Brinker and
Stefan Thesen and
Nassir Navab},
editor = {Rasmus Larsen and
Mads Nielsen and
Jon Sporring},
title = {Patient Position Detection for {SAR} Optimization in Magnetic Resonance
Imaging},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2006, 9th International Conference, Copenhagen, Denmark, October 1-6,
2006, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4191},
pages = {49--57},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11866763\_7},
doi = {10.1007/11866763\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KeilWBTN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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