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ORCIDBibTeX records: Mohammad Yaqub
@article{DBLP:journals/access/SharsharSEANAYG24,
author = {Ahmed Sharshar and
Muhammad Sharshar and
Hosam Elhady and
Ahmed Aboeitta and
Youssef Nafea and
Yasser Ashraf and
Mohammad Yaqub and
Mohsen Guizani},
title = {RespiroDynamics: {A} Multifaceted Dataset for Enhanced Lung Health
Assessment Using Deep Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {42614--42628},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3377659},
doi = {10.1109/ACCESS.2024.3377659},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SharsharSEANAYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GrahamVJWSZZYXWRBHLHAJAHAXYBPVSBLLY24,
author = {Simon Graham and
Quoc Dang Vu and
Mostafa Jahanifar and
Martin Weigert and
Uwe Schmidt and
Wenhua Zhang and
Jun Zhang and
Sen Yang and
Jinxi Xiang and
Xiyue Wang and
Josef Lorenz Rumberger and
Elias Baumann and
Peter Hirsch and
Lihao Liu and
Chenyang Hong and
Angelica I. Avil{\'{e}}s{-}Rivero and
Ayushi Jain and
Heeyoung Ahn and
Yiyu Hong and
Hussam Azzuni and
Min Xu and
Mohammad Yaqub and
Marie{-}Claire Blache and
Beno{\^{\i}}t Pi{\'{e}}gu and
Bertrand Vernay and
Tim Scherr and
Moritz B{\"{o}}hland and
Katharina L{\"{o}}ffler and
Jiachen Li and
Weiqin Ying and
Chixin Wang and
David R. J. Snead and
Shan{-}E{-}Ahmed Raza and
Fayyaz Minhas and
Nasir M. Rajpoot},
title = {CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation,
classification and counting},
journal = {Medical Image Anal.},
volume = {92},
pages = {103047},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103047},
doi = {10.1016/J.MEDIA.2023.103047},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/GrahamVJWSZZYXWRBHLHAJAHAXYBPVSBLLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15780,
author = {Mai A. Shaaban and
Abbas Akkasi and
Adnan Khan and
Majid Komeili and
Mohammad Yaqub},
title = {Fine-Tuned Large Language Models for Symptom Recognition from Spanish
Clinical Text},
journal = {CoRR},
volume = {abs/2401.15780},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15780},
doi = {10.48550/ARXIV.2401.15780},
eprinttype = {arXiv},
eprint = {2401.15780},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09240,
author = {Anees Ur Rehman Hashmi and
Ibrahim Almakky and
Mohammad Areeb Qazi and
Santosh Sanjeev and
Vijay Ram Papineni and
Dwarikanath Mahapatra and
Mohammad Yaqub},
title = {XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via
Controllable Diffusion Model},
journal = {CoRR},
volume = {abs/2403.09240},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09240},
doi = {10.48550/ARXIV.2403.09240},
eprinttype = {arXiv},
eprint = {2403.09240},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09262,
author = {Fadillah A. Maani and
Anees Ur Rehman Hashmi and
Mariam Aljuboory and
Numan Saeed and
Ikboljon Sobirov and
Mohammad Yaqub},
title = {Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach
for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks},
journal = {CoRR},
volume = {abs/2403.09262},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09262},
doi = {10.48550/ARXIV.2403.09262},
eprinttype = {arXiv},
eprint = {2403.09262},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09400,
author = {Aleksandr Matsun and
Numan Saeed and
Fadillah Adamsyah Maani and
Mohammad Yaqub},
title = {ConDiSR: Contrastive Disentanglement and Style Regularization for
Single Domain Generalization},
journal = {CoRR},
volume = {abs/2403.09400},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09400},
doi = {10.48550/ARXIV.2403.09400},
eprinttype = {arXiv},
eprint = {2403.09400},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10164,
author = {Fadillah Adamsyah Maani and
Numan Saeed and
Aleksandr Matsun and
Mohammad Yaqub},
title = {CoReEcho: Continuous Representation Learning for 2D+time Echocardiography
Analysis},
journal = {CoRR},
volume = {abs/2403.10164},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10164},
doi = {10.48550/ARXIV.2403.10164},
eprinttype = {arXiv},
eprint = {2403.10164},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10603,
author = {Numan Saeed and
Muhammad Ridzuan and
Fadillah Adamsyah Maani and
Hussain Alasmawi and
Karthik Nandakumar and
Mohammad Yaqub},
title = {SurvRNC: Learning Ordered Representations for Survival Prediction
using Rank-N-Contrast},
journal = {CoRR},
volume = {abs/2403.10603},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10603},
doi = {10.48550/ARXIV.2403.10603},
eprinttype = {arXiv},
eprint = {2403.10603},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11646,
author = {Ibrahim Almakky and
Santosh Sanjeev and
Anees Ur Rehman Hashmi and
Mohammad Areeb Qazi and
Mohammad Yaqub},
title = {MedMerge: Merging Models for Effective Transfer Learning to Medical
Imaging Tasks},
journal = {CoRR},
volume = {abs/2403.11646},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11646},
doi = {10.48550/ARXIV.2403.11646},
eprinttype = {arXiv},
eprint = {2403.11646},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13078,
author = {Muhammad Ridzuan and
Mai Kassem and
Numan Saeed and
Ikboljon Sobirov and
Mohammad Yaqub},
title = {HuLP: Human-in-the-Loop for Prognosis},
journal = {CoRR},
volume = {abs/2403.13078},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13078},
doi = {10.48550/ARXIV.2403.13078},
eprinttype = {arXiv},
eprint = {2403.13078},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13341,
author = {Santosh Sanjeev and
Nuren Zhaksylyk and
Ibrahim Almakky and
Anees Ur Rehman Hashmi and
Mohammad Areeb Qazi and
Mohammad Yaqub},
title = {FissionFusion: Fast Geometric Generation and Hierarchical Souping
for Medical Image Analysis},
journal = {CoRR},
volume = {abs/2403.13341},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13341},
doi = {10.48550/ARXIV.2403.13341},
eprinttype = {arXiv},
eprint = {2403.13341},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13343,
author = {Santosh Sanjeev and
Fadillah Adamsyah Maani and
Arsen Abzhanov and
Vijay Ram Papineni and
Ibrahim Almakky and
Bartlomiej W. Papiez and
Mohammad Yaqub},
title = {TiBiX: Leveraging Temporal Information for Bidirectional X-ray and
Report Generation},
journal = {CoRR},
volume = {abs/2403.13343},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13343},
doi = {10.48550/ARXIV.2403.13343},
eprinttype = {arXiv},
eprint = {2403.13343},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15585,
author = {Mai A. Shaaban and
Adnan Khan and
Mohammad Yaqub},
title = {MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis},
journal = {CoRR},
volume = {abs/2403.15585},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15585},
doi = {10.48550/ARXIV.2403.15585},
eprinttype = {arXiv},
eprint = {2403.15585},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16594,
author = {Kudaibergen Abutalip and
Numan Saeed and
Ikboljon Sobirov and
Vincent Andrearczyk and
Adrien Depeursinge and
Mohammad Yaqub},
title = {{EDUE:} Expert Disagreement-Guided One-Pass Uncertainty Estimation
for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2403.16594},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16594},
doi = {10.48550/ARXIV.2403.16594},
eprinttype = {arXiv},
eprint = {2403.16594},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18996,
author = {Anees Ur Rehman Hashmi and
Dwarikanath Mahapatra and
Mohammad Yaqub},
title = {Envisioning MedCLIP: {A} Deep Dive into Explainability for Medical
Vision-Language Models},
journal = {CoRR},
volume = {abs/2403.18996},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18996},
doi = {10.48550/ARXIV.2403.18996},
eprinttype = {arXiv},
eprint = {2403.18996},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SaeedRASY23,
author = {Numan Saeed and
Muhammad Ridzuan and
Hussain Alasmawi and
Ikboljon Sobirov and
Mohammad Yaqub},
title = {{MGMT} promoter methylation status prediction using {MRI} scans? An
extensive experimental evaluation of deep learning models},
journal = {Medical Image Anal.},
volume = {90},
pages = {102989},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102989},
doi = {10.1016/J.MEDIA.2023.102989},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/SaeedRASY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LeeBCYNIOBLCJGP23,
author = {Lok Hin Lee and
Elizabeth Bradburn and
Rachel Craik and
Mohammad Yaqub and
Shane A. Norris and
Leila Cheikh Ismail and
Eric O. Ohuma and
Fernando C. Barros and
Ann Lambert and
Maria Carvalho and
Yasmin A. Jaffer and
Michael Gravett and
Manorama Purwar and
Qingqing Wu and
Enrico Bertino and
Shama Munim and
Aung Myat Min and
Zulfiqar Bhutta and
Jos{\'{e}} Villar and
Stephen H. Kennedy and
J. Alison Noble and
Aris T. Papageorghiou},
title = {Machine learning for accurate estimation of fetal gestational age
based on ultrasound images},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00774-2},
doi = {10.1038/S41746-023-00774-2},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/LeeBCYNIOBLCJGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SrivastavaYN23,
author = {Shikhar Srivastava and
Mohammad Yaqub and
Karthik Nandakumar},
title = {Lifelong Learning of Task-Parameter Relationships for Knowledge Transfer},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2525--2534},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00251},
doi = {10.1109/CVPRW59228.2023.00251},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SrivastavaYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BenjaminAAADBNY23,
author = {Joseph Geo Benjamin and
Mothilal Asokan and
Amna Alhosani and
Hussain Alasmawi and
Werner Gerhard Diehl and
Leanne Bricker and
Karthik Nandakumar and
Mohammad Yaqub},
editor = {Bernhard Kainz and
J. Alison Noble and
Julia A. Schnabel and
Bishesh Khanal and
Johanna P. M{\"{u}}ller and
Thomas G. Day},
title = {Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification
Using Ultrasound Scan Videos},
booktitle = {Simplifying Medical Ultrasound - 4th International Workshop, {ASMUS}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14337},
pages = {68--78},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44521-7\_7},
doi = {10.1007/978-3-031-44521-7\_7},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BenjaminAAADBNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HamdiESSRHSMHAY23,
author = {Ibraheem Hamdi and
Hosam El{-}Gendy and
Ahmed Sharshar and
Mohamed Saeed and
Muhammad Ridzuan and
Shahrukh K. Hashmi and
Naveed Syed and
Imran Mirza and
Shakir Hussain and
Amira Mahmoud Abdalla and
Mohammad Yaqub},
editor = {Shandong Wu and
Behrouz Shabestari and
Lei Xing},
title = {Breaking down the Hierarchy: {A} New Approach to Leukemia Classification},
booktitle = {Applications of Medical Artificial Intelligence - Second International
Workshop, {AMAI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14313},
pages = {104--113},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47076-9\_11},
doi = {10.1007/978-3-031-47076-9\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HamdiESSRHSMHAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MatsunMCRY23,
author = {Aleksandr Matsun and
Dana O. Mohamed and
Sharon Chokuwa and
Muhammad Ridzuan and
Mohammad Yaqub},
editor = {Lisa M. Koch and
M. Jorge Cardoso and
Enzo Ferrante and
Konstantinos Kamnitsas and
Mobarakol Islam and
Meirui Jiang and
Nicola Rieke and
Sotirios A. Tsaftaris and
Dong Yang},
title = {{DGM-DR:} Domain Generalization with Mutual Information Regularized
Diabetic Retinopathy Classification},
booktitle = {Domain Adaptation and Representation Transfer - 5th {MICCAI} Workshop,
{DART} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14293},
pages = {115--125},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45857-6\_12},
doi = {10.1007/978-3-031-45857-6\_12},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MatsunMCRY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ImamAAAY23,
author = {Raza Imam and
Ibrahim Almakky and
Salma Alrashdi and
Baketah Alrashdi and
Mohammad Yaqub},
editor = {Lisa M. Koch and
M. Jorge Cardoso and
Enzo Ferrante and
Konstantinos Kamnitsas and
Mobarakol Islam and
Meirui Jiang and
Nicola Rieke and
Sotirios A. Tsaftaris and
Dong Yang},
title = {{SEDA:} Self-ensembling ViT with Defensive Distillation and Adversarial
Training for Robust Chest X-Rays Classification},
booktitle = {Domain Adaptation and Representation Transfer - 5th {MICCAI} Workshop,
{DART} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14293},
pages = {126--135},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45857-6\_13},
doi = {10.1007/978-3-031-45857-6\_13},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ImamAAAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CengizAY23,
author = {Sevim Cengiz and
Ibrahim Almakky and
Mohammad Yaqub},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{FUSQA:} Fetal Ultrasound Segmentation Quality Assessment},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1666--1679},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/cengiz24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/CengizAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/SobirovSY23,
author = {Ikboljon Sobirov and
Numan Saeed and
Mohammad Yaqub},
editor = {Gordon D. Waiter and
Tryphon Lambrou and
Georgios Leontidis and
Nir Oren and
Teresa Morris and
Sharon Gordon},
title = {Super Images - {A} New 2D Perspective on 3D Medical Imaging Analysis},
booktitle = {Medical Image Understanding and Analysis - 27th Annual Conference,
{MIUA} 2023, Aberdeen, UK, July 19-21, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14122},
pages = {325--337},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48593-0\_24},
doi = {10.1007/978-3-031-48593-0\_24},
timestamp = {Sat, 09 Dec 2023 09:49:51 +0100},
biburl = {https://dblp.org/rec/conf/miua/SobirovSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/SanjeevKSAPY23,
author = {Santosh Sanjeev and
Salwa K. Al Khatib and
Mai A. Shaaban and
Ibrahim Almakky and
Vijay Ram Papineni and
Mohammad Yaqub},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {PECon: Contrastive Pretraining to Enhance Feature Alignment Between
{CT} and {EHR} Data for Improved Pulmonary Embolism Diagnosis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14348},
pages = {434--443},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45673-2\_43},
doi = {10.1007/978-3-031-45673-2\_43},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/SanjeevKSAPY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00524,
author = {Asma Ahmed Hashmi and
Artem Agafonov and
Aigerim Zhumabayeva and
Mohammad Yaqub and
Martin Tak{\'{a}}c},
title = {In Quest of Ground Truth: Learning Confident Models and Estimating
Uncertainty in the Presence of Annotator Noise},
journal = {CoRR},
volume = {abs/2301.00524},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00524},
doi = {10.48550/ARXIV.2301.00524},
eprinttype = {arXiv},
eprint = {2301.00524},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04418,
author = {Sevim Cengiz and
Ibrahim Almakky and
Mohammad Yaqub},
title = {{FUSQA:} Fetal Ultrasound Segmentation Quality Assessment},
journal = {CoRR},
volume = {abs/2303.04418},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04418},
doi = {10.48550/ARXIV.2303.04418},
eprinttype = {arXiv},
eprint = {2303.04418},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06274,
author = {Simon Graham and
Quoc Dang Vu and
Mostafa Jahanifar and
Martin Weigert and
Uwe Schmidt and
Wenhua Zhang and
Jun Zhang and
Sen Yang and
Jinxi Xiang and
Xiyue Wang and
Josef Lorenz Rumberger and
Elias Baumann and
Peter Hirsch and
Lihao Liu and
Chenyang Hong and
Angelica I. Avil{\'{e}}s{-}Rivero and
Ayushi Jain and
Heeyoung Ahn and
Yiyu Hong and
Hussam Azzuni and
Min Xu and
Mohammad Yaqub and
Marie{-}Claire Blache and
Beno{\^{\i}}t Pi{\'{e}}gu and
Bertrand Vernay and
Tim Scherr and
Moritz B{\"{o}}hland and
Katharina L{\"{o}}ffler and
Jiachen Li and
Weiqin Ying and
Chixin Wang and
Dagmar Kainmueller and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Shuolin Liu and
Dhairya Talsania and
Yughender Meda and
Prakash Mishra and
Muhammad Ridzuan and
Oliver Neumann and
Marcel P. Schilling and
Markus Reischl and
Ralf Mikut and
Banban Huang and
Hsiang{-}Chin Chien and
Ching{-}Ping Wang and
Chia{-}Yen Lee and
Hong{-}Kun Lin and
Zaiyi Liu and
Xipeng Pan and
Chu Han and
Jijun Cheng and
Muhammad Dawood and
Srijay Deshpande and
Raja Muhammad Saad Bashir and
Adam Shephard and
Pedro Costa and
Jo{\~{a}}o D. Nunes and
Aur{\'{e}}lio Campilho and
Jaime S. Cardoso and
Hrishikesh P. S and
Densen Puthussery and
Devika R. G and
Jiji C V and
Ye Zhang and
Zijie Fang and
Zhifan Lin and
Yongbing Zhang and
Chunhui Lin and
Liukun Zhang and
Lijian Mao and
Min Wu and
Thi Tuong Vi Vo and
Soo{-}Hyung Kim and
Taebum Lee and
Satoshi Kondo and
Satoshi Kasai and
Pranay Dumbhare and
Vedant Phuse and
Yash Dubey and
Ankush Jamthikar and
Trinh Thi Le Vuong and
Jin Tae Kwak and
Dorsa Ziaei and
Hyun Jung and
Tianyi Miao and
David R. J. Snead and
Shan{-}E{-}Ahmed Raza and
Fayyaz Minhas and
Nasir M. Rajpoot},
title = {CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation,
Classification and Counting},
journal = {CoRR},
volume = {abs/2303.06274},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06274},
doi = {10.48550/ARXIV.2303.06274},
eprinttype = {arXiv},
eprint = {2303.06274},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07093,
author = {Shahad Hardan and
Hussain Alasmawi and
Xiangjian Hou and
Mohammad Yaqub},
title = {Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation},
journal = {CoRR},
volume = {abs/2303.07093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07093},
doi = {10.48550/ARXIV.2303.07093},
eprinttype = {arXiv},
eprint = {2303.07093},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00774,
author = {Numan Saeed and
Muhammad Ridzuan and
Hussain Alasmawi and
Ikboljon Sobirov and
Mohammad Yaqub},
title = {{MGMT} promoter methylation status prediction using {MRI} scans? An
extensive experimental evaluation of deep learning models},
journal = {CoRR},
volume = {abs/2304.00774},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00774},
doi = {10.48550/ARXIV.2304.00774},
eprinttype = {arXiv},
eprint = {2304.00774},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05127,
author = {Xiangjian Hou and
Sarit Khirirat and
Mohammad Yaqub and
Samuel Horv{\'{a}}th},
title = {Improving Performance of Private Federated Models in Medical Image
Analysis},
journal = {CoRR},
volume = {abs/2304.05127},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05127},
doi = {10.48550/ARXIV.2304.05127},
eprinttype = {arXiv},
eprint = {2304.05127},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07152,
author = {Aneeq Zia and
Kiran Bhattacharyya and
Xi Liu and
Max Berniker and
Ziheng Wang and
Rogerio Nespolo and
Satoshi Kondo and
Satoshi Kasai and
Kousuke Hirasawa and
Bo Liu and
David Austin and
Yiheng Wang and
Michal Futrega and
Jean{-}Francois Puget and
Zhenqiang Li and
Yoichi Sato and
Ryo Fujii and
Ryo Hachiuma and
Mana Masuda and
Hideo Saito and
An Wang and
Mengya Xu and
Mobarakol Islam and
Long Bai and
Winnie Pang and
Hongliang Ren and
Chinedu Innocent Nwoye and
Luca Sestini and
Nicolas Padoy and
Maximilian Nielsen and
Samuel Sch{\"{u}}ttler and
Thilo Sentker and
H{\"{u}}meyra Husseini and
Ivo M. Baltruschat and
R{\"{u}}diger Schmitz and
Ren{\'{e}} Werner and
Aleksandr Matsun and
Mugariya Farooq and
Numan Saeed and
Jose Renato Restom Viera and
Mohammad Yaqub and
Neil Getty and
Fangfang Xia and
Zixuan Zhao and
Xiaotian Duan and
Xing Yao and
Ange Lou and
Hao Yang and
Jintong Han and
Jack H. Noble and
Jie Ying Wu and
Tamer {Abdulbaki Alshirbaji} and
Nour Aldeen Jalal and
Herag Arabian and
Ning Ding and
Knut Moeller and
Weiliang Chen and
Quan He and
Lena Maier{-}Hein and
Danail Stoyanov and
Stefanie Speidel and
Anthony M. Jarc},
title = {Surgical tool classification and localization: results and methods
from the {MICCAI} 2022 SurgToolLoc challenge},
journal = {CoRR},
volume = {abs/2305.07152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07152},
doi = {10.48550/ARXIV.2305.07152},
eprinttype = {arXiv},
eprint = {2305.07152},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18948,
author = {Numan Saeed and
Muhammad Ridzuan and
Roba Al Majzoub and
Mohammad Yaqub},
title = {Prompt-based Tuning of Transformer Models for Multi-Center Medical
Image Segmentation},
journal = {CoRR},
volume = {abs/2305.18948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18948},
doi = {10.48550/ARXIV.2305.18948},
eprinttype = {arXiv},
eprint = {2305.18948},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03494,
author = {Ikboljon Sobirov and
Cheng Xie and
Muhammad Siddique and
Parijat Patel and
Kenneth Chan and
Thomas Halborg and
Christos Kotanidis and
Zarqiash Fatima and
Henry West and
Keith Channon and
Stefan Neubauer and
Charalambos Antoniades and
Mohammad Yaqub},
title = {LegoNet: Alternating Model Blocks for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2306.03494},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03494},
doi = {10.48550/ARXIV.2306.03494},
eprinttype = {arXiv},
eprint = {2306.03494},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07874,
author = {Raza Imam and
Ibrahim Almakky and
Salma Alrashdi and
Baketah Alrashdi and
Mohammad Yaqub},
title = {{SEDA:} Self-Ensembling ViT with Defensive Distillation and Adversarial
Training for robust Chest X-rays Classification},
journal = {CoRR},
volume = {abs/2308.07874},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07874},
doi = {10.48550/ARXIV.2308.07874},
eprinttype = {arXiv},
eprint = {2308.07874},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14050,
author = {Santosh Sanjeev and
Salwa K. Al Khatib and
Mai A. Shaaban and
Ibrahim Almakky and
Vijay Ram Papineni and
Mohammad Yaqub},
title = {PECon: Contrastive Pretraining to Enhance Feature Alignment between
{CT} and {EHR} Data for Improved Pulmonary Embolism Diagnosis},
journal = {CoRR},
volume = {abs/2308.14050},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14050},
doi = {10.48550/ARXIV.2308.14050},
eprinttype = {arXiv},
eprint = {2308.14050},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09670,
author = {Aleksandr Matsun and
Dana O. Mohamed and
Sharon Chokuwa and
Muhammad Ridzuan and
Mohammad Yaqub},
title = {{DGM-DR:} Domain Generalization with Mutual Information Regularized
Diabetic Retinopathy Classification},
journal = {CoRR},
volume = {abs/2309.09670},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09670},
doi = {10.48550/ARXIV.2309.09670},
eprinttype = {arXiv},
eprint = {2309.09670},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00454,
author = {Fadillah A. Maani and
Asim Ukaye and
Nada Saadi and
Numan Saeed and
Mohammad Yaqub},
title = {UniLVSeg: Unified Left Ventricular Segmentation with Sparsely Annotated
Echocardiogram Videos through Self-Supervised Temporal Masking and
Weakly Supervised Training},
journal = {CoRR},
volume = {abs/2310.00454},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00454},
doi = {10.48550/ARXIV.2310.00454},
eprinttype = {arXiv},
eprint = {2310.00454},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12600,
author = {Hussain Alasmawi and
Leanne Bricker and
Mohammad Yaqub},
title = {{FUSC:} Fetal Ultrasound Semantic Clustering of Second Trimester Scans
Using Deep Self-supervised Learning},
journal = {CoRR},
volume = {abs/2310.12600},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12600},
doi = {10.48550/ARXIV.2310.12600},
eprinttype = {arXiv},
eprint = {2310.12600},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09607,
author = {Mohammad Areeb Qazi and
Mohammed Talha Alam and
Ibrahim Almakky and
Werner Gerhard Diehl and
Leanne Bricker and
Mohammad Yaqub},
title = {Multi-Task Learning Approach for Unified Biometric Estimation from
Fetal Ultrasound Anomaly Scans},
journal = {CoRR},
volume = {abs/2311.09607},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09607},
doi = {10.48550/ARXIV.2311.09607},
eprinttype = {arXiv},
eprint = {2311.09607},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AtwanySY22,
author = {Mohammad Z. Atwany and
Abdulwahab Sahyoun and
Mohammad Yaqub},
title = {Deep Learning Techniques for Diabetic Retinopathy Classification:
{A} Survey},
journal = {{IEEE} Access},
volume = {10},
pages = {28642--28655},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3157632},
doi = {10.1109/ACCESS.2022.3157632},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AtwanySY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/SharifDHYX22,
author = {Muhammad Hamza Sharif and
Dmitry Demidov and
Asif Hanif and
Mohammad Yaqub and
Min Xu},
title = {TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution
Medical Image Segmentation via Feature Grafting},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {293},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/293/},
timestamp = {Thu, 16 Feb 2023 16:15:04 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/SharifDHYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/NazarovYN22,
author = {Otabek Nazarov and
Mohammad Yaqub and
Karthik Nandakumar},
title = {On the Importance of Image Encoding in Automated Chest X-Ray Report
Generation},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {475},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/475/},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/NazarovYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/GaniNY22,
author = {Hanan Gani and
Muzammal Naseer and
Mohammad Yaqub},
title = {How to Train Vision Transformer on Small-scale Datasets?},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {731},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/731/},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/GaniNY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/HardanAHY22,
author = {Shahad Hardan and
Hussain Alasmawi and
Xiangjian Hou and
Mohammad Yaqub},
editor = {Spyridon Bakas and
Alessandro Crimi and
Ujjwal Baid and
Sylwia Malec and
Monika Pytlarz and
Bhakti Baheti and
Maximilian Zenk and
Reuben Dorent},
title = {Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction
with {MICCAI} 2022, Singapore, September 18, 2022, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14092},
pages = {90--99},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-44153-0\_9},
doi = {10.1007/978-3-031-44153-0\_9},
timestamp = {Thu, 22 Feb 2024 20:44:54 +0100},
biburl = {https://dblp.org/rec/conf/brainles-ws/HardanAHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaeedY22,
author = {Mohamed Saeed and
Mohammad Yaqub},
editor = {Stephen R. Aylward and
J. Alison Noble and
Yipeng Hu and
Su{-}Lin Lee and
Zachary Baum and
Zhe Min},
title = {End-to-End Myocardial Infarction Classification from Echocardiographic
Scans},
booktitle = {Simplifying Medical Ultrasound - Third International Workshop, {ASMUS}
2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13565},
pages = {54--63},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16902-1\_6},
doi = {10.1007/978-3-031-16902-1\_6},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SaeedY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MahrooqiMMY22,
author = {Ahmed Al Mahrooqi and
Dmitrii Medvedev and
Rand Muhtaseb and
Mohammad Yaqub},
editor = {Bhavna Josephine Antony and
Huazhu Fu and
Cecilia S. Lee and
Tom J. MacGillivray and
Yanwu Xu and
Yalin Zheng},
title = {GARDNet: Robust Multi-view Network for Glaucoma Classification in
Color Fundus Images},
booktitle = {Ophthalmic Medical Image Analysis - 9th International Workshop, {OMIA}
2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13576},
pages = {152--161},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16525-2\_16},
doi = {10.1007/978-3-031-16525-2\_16},
timestamp = {Thu, 16 Mar 2023 15:49:11 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MahrooqiMMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CengizHY22,
author = {Sevim Cengiz and
Ibraheem Hamdi and
Mohammad Yaqub},
editor = {Stephen R. Aylward and
J. Alison Noble and
Yipeng Hu and
Su{-}Lin Lee and
Zachary Baum and
Zhe Min},
title = {Automatic Quality Assessment of First Trimester Crown-Rump-Length
Ultrasound Images},
booktitle = {Simplifying Medical Ultrasound - Third International Workshop, {ASMUS}
2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13565},
pages = {172--182},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16902-1\_17},
doi = {10.1007/978-3-031-16902-1\_17},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CengizHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaeedSMY22,
author = {Numan Saeed and
Ikboljon Sobirov and
Roba Al Majzoub and
Mohammad Yaqub},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {{TMSS:} An End-to-End Transformer-Based Multimodal Network for Segmentation
and Survival Prediction},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {13437},
pages = {319--329},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16449-1\_31},
doi = {10.1007/978-3-031-16449-1\_31},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SaeedSMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MuhtasebY22,
author = {Rand Muhtaseb and
Mohammad Yaqub},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from
Spatiotemporal Echocardiography},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13434},
pages = {370--379},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16440-8\_36},
doi = {10.1007/978-3-031-16440-8\_36},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MuhtasebY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlmalikYN22,
author = {Faris Almalik and
Mohammad Yaqub and
Karthik Nandakumar},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image
Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13433},
pages = {376--386},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16437-8\_36},
doi = {10.1007/978-3-031-16437-8\_36},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlmalikYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AtwanyY22,
author = {Mohammad Z. Atwany and
Mohammad Yaqub},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {DRGen: Domain Generalization in Diabetic Retinopathy Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13432},
pages = {635--644},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16434-7\_61},
doi = {10.1007/978-3-031-16434-7\_61},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AtwanyY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SaeedHAY22,
author = {Numan Saeed and
Shahad Hardan and
Kudaibergen Abutalip and
Mohammad Yaqub},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Is it Possible to Predict {MGMT} Promoter Methylation from Brain Tumor
{MRI} Scans using Deep Learning Models?},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1005--1018},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/saeed22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/midl/SaeedHAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SobirovNAY22,
author = {Ikboljon Sobirov and
Otabek Nazarov and
Hussain Alasmawi and
Mohammad Yaqub},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers
Are?},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1149--1161},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/sobirov22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/SobirovNAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/RidzuanBNAY22,
author = {Muhammad Ridzuan and
Ameera Ali Bawazir and
Ivo Gollini Navarrete and
Ibrahim Almakky and
Mohammad Yaqub},
editor = {Guang Yang and
Angelica I. Avil{\'{e}}s{-}Rivero and
Michael Roberts and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Self-supervision and Multi-task Learning: Challenges in Fine-Grained
{COVID-19} Multi-class Classification from Chest X-rays},
booktitle = {Medical Image Understanding and Analysis - 26th Annual Conference,
{MIUA} 2022, Cambridge, UK, July 27-29, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13413},
pages = {234--250},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-12053-4\_18},
doi = {10.1007/978-3-031-12053-4\_18},
timestamp = {Thu, 28 Jul 2022 13:13:20 +0200},
biburl = {https://dblp.org/rec/conf/miua/RidzuanBNAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/SaeedMY22,
author = {Mohamed Saeed and
Rand Muhtaseb and
Mohammad Yaqub},
editor = {Guang Yang and
Angelica I. Avil{\'{e}}s{-}Rivero and
Michael Roberts and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Contrastive Pretraining for Echocardiography Segmentation with Limited
Data},
booktitle = {Medical Image Understanding and Analysis - 26th Annual Conference,
{MIUA} 2022, Cambridge, UK, July 27-29, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13413},
pages = {680--691},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-12053-4\_50},
doi = {10.1007/978-3-031-12053-4\_50},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/SaeedMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06052,
author = {Muhammad Ridzuan and
Ameera Ali Bawazir and
Ivo Gollini Navarette and
Ibrahim Almakky and
Mohammad Yaqub},
title = {Challenges in {COVID-19} Chest X-Ray Classification: Problematic Data
or Ineffective Approaches?},
journal = {CoRR},
volume = {abs/2201.06052},
year = {2022},
url = {https://arxiv.org/abs/2201.06052},
eprinttype = {arXiv},
eprint = {2201.06052},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06086,
author = {Numan Saeed and
Shahad Hardan and
Kudaibergen Abutalip and
Mohammad Yaqub},
title = {Is it Possible to Predict {MGMT} Promoter Methylation from Brain Tumor
{MRI} Scans using Deep Learning Models?},
journal = {CoRR},
volume = {abs/2201.06086},
year = {2022},
url = {https://arxiv.org/abs/2201.06086},
eprinttype = {arXiv},
eprint = {2201.06086},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06251,
author = {Ikboljon Sobirov and
Otabek Nazarov and
Hussain Alasmawi and
Mohammad Yaqub},
title = {Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers
Are?},
journal = {CoRR},
volume = {abs/2201.06251},
year = {2022},
url = {https://arxiv.org/abs/2201.06251},
eprinttype = {arXiv},
eprint = {2201.06251},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06406,
author = {Sevim Cengiz and
Mohammad Yaqub},
title = {Deep Learning-based Quality Assessment of Clinical Protocol Adherence
in Fetal Ultrasound Dating Scans},
journal = {CoRR},
volume = {abs/2201.06406},
year = {2022},
url = {https://arxiv.org/abs/2201.06406},
eprinttype = {arXiv},
eprint = {2201.06406},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07219,
author = {Mohamed Saeed and
Rand Muhtaseb and
Mohammad Yaqub},
title = {Is Contrastive Learning Suitable for Left Ventricular Segmentation
in Echocardiographic Images?},
journal = {CoRR},
volume = {abs/2201.07219},
year = {2022},
url = {https://arxiv.org/abs/2201.07219},
eprinttype = {arXiv},
eprint = {2201.07219},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10885,
author = {Ibraheem Hamdi and
Muhammad Ridzuan and
Mohammad Yaqub},
title = {Hyperparameter Optimization for {COVID-19} Chest X-Ray Classification},
journal = {CoRR},
volume = {abs/2201.10885},
year = {2022},
url = {https://arxiv.org/abs/2201.10885},
eprinttype = {arXiv},
eprint = {2201.10885},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01672,
author = {Sayed Hashim and
Muhammad Ali and
Karthik Nandakumar and
Mohammad Yaqub},
title = {SubOmiEmbed: Self-supervised Representation Learning of Multi-omics
Data for Cancer Type Classification},
journal = {CoRR},
volume = {abs/2202.01672},
year = {2022},
url = {https://arxiv.org/abs/2202.01672},
eprinttype = {arXiv},
eprint = {2202.01672},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12537,
author = {Numan Saeed and
Roba Al Majzoub and
Ikboljon Sobirov and
Mohammad Yaqub},
title = {An Ensemble Approach for Patient Prognosis of Head and Neck Tumor
Using Multimodal Data},
journal = {CoRR},
volume = {abs/2202.12537},
year = {2022},
url = {https://arxiv.org/abs/2202.12537},
eprinttype = {arXiv},
eprint = {2202.12537},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01940,
author = {Hussam Azzuni and
Muhammad Ridzuan and
Min Xu and
Mohammad Yaqub},
title = {Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification},
journal = {CoRR},
volume = {abs/2203.01940},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01940},
doi = {10.48550/ARXIV.2203.01940},
eprinttype = {arXiv},
eprint = {2203.01940},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02847,
author = {Ikboljon Sobirov and
Numan Saeed and
Mohammad Yaqub},
title = {Segmentation with Super Images: {A} New 2D Perspective on 3D Medical
Image Analysis},
journal = {CoRR},
volume = {abs/2205.02847},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02847},
doi = {10.48550/ARXIV.2205.02847},
eprinttype = {arXiv},
eprint = {2205.02847},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02851,
author = {Faris Almalik and
Mohammad Yaqub and
Karthik Nandakumar},
title = {Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image
Classification},
journal = {CoRR},
volume = {abs/2208.02851},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02851},
doi = {10.48550/ARXIV.2208.02851},
eprinttype = {arXiv},
eprint = {2208.02851},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04242,
author = {Rand Muhtaseb and
Mohammad Yaqub},
title = {EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from
Spatiotemporal Echocardiography},
journal = {CoRR},
volume = {abs/2209.04242},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04242},
doi = {10.48550/ARXIV.2209.04242},
eprinttype = {arXiv},
eprint = {2209.04242},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05036,
author = {Numan Saeed and
Ikboljon Sobirov and
Roba Al Majzoub and
Mohammad Yaqub},
title = {{TMSS:} An End-to-End Transformer-based Multimodal Network for Segmentation
and Survival Prediction},
journal = {CoRR},
volume = {abs/2209.05036},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05036},
doi = {10.48550/ARXIV.2209.05036},
eprinttype = {arXiv},
eprint = {2209.05036},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00825,
author = {Sayed Hashim and
Karthik Nandakumar and
Mohammad Yaqub},
title = {Self-omics: {A} Self-supervised Learning Framework for Multi-omics
Cancer Data},
journal = {CoRR},
volume = {abs/2210.00825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00825},
doi = {10.48550/ARXIV.2210.00825},
eprinttype = {arXiv},
eprint = {2210.00825},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07240,
author = {Hanan Gani and
Muzammal Naseer and
Mohammad Yaqub},
title = {How to Train Vision Transformer on Small-scale Datasets?},
journal = {CoRR},
volume = {abs/2210.07240},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07240},
doi = {10.48550/ARXIV.2210.07240},
eprinttype = {arXiv},
eprint = {2210.07240},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06620,
author = {Ivo Gollini Navarrete and
Mohammad Yaqub},
title = {A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction
of {EGFR} Mutation Status from {CT} Scans},
journal = {CoRR},
volume = {abs/2211.06620},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06620},
doi = {10.48550/ARXIV.2211.06620},
eprinttype = {arXiv},
eprint = {2211.06620},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13465,
author = {Otabek Nazarov and
Mohammad Yaqub and
Karthik Nandakumar},
title = {On the Importance of Image Encoding in Automated Chest X-Ray Report
Generation},
journal = {CoRR},
volume = {abs/2211.13465},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13465},
doi = {10.48550/ARXIV.2211.13465},
eprinttype = {arXiv},
eprint = {2211.13465},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CengizY21,
author = {Sevim Cengiz and
Mohammad Yaqub},
editor = {J. Alison Noble and
Stephen R. Aylward and
Alexander Grimwood and
Zhe Min and
Su{-}Lin Lee and
Yipeng Hu},
title = {Automatic Fetal Gestational Age Estimation from First Trimester Scans},
booktitle = {Simplifying Medical Ultrasound - Second International Workshop, {ASMUS}
2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12967},
pages = {220--227},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87583-1\_22},
doi = {10.1007/978-3-030-87583-1\_22},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CengizY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SrivastavaYNGM21,
author = {Shikhar Srivastava and
Mohammad Yaqub and
Karthik Nandakumar and
Zongyuan Ge and
Dwarikanath Mahapatra},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Continual Domain Incremental Learning for Chest X-Ray Classification
in Low-Resource Clinical Settings},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {226--238},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_21},
doi = {10.1007/978-3-030-87722-4\_21},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SrivastavaYNGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaeedMSY21,
author = {Numan Saeed and
Roba Al Majzoub and
Ikboljon Sobirov and
Mohammad Yaqub},
editor = {Vincent Andrearczyk and
Valentin Oreiller and
Mathieu Hatt and
Adrien Depeursinge},
title = {An Ensemble Approach for Patient Prognosis of Head and Neck Tumor
Using Multimodal Data},
booktitle = {Head and Neck Tumor Segmentation and Outcome Prediction - Second Challenge,
{HECKTOR} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13209},
pages = {278--286},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-98253-9\_26},
doi = {10.1007/978-3-030-98253-9\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SaeedMSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miua/2021,
editor = {Bartlomiej W. Papiez and
Mohammad Yaqub and
Jianbo Jiao and
Ana I. L. Namburete and
J. Alison Noble},
title = {Medical Image Understanding and Analysis - 25th Annual Conference,
{MIUA} 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12722},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80432-9},
doi = {10.1007/978-3-030-80432-9},
isbn = {978-3-030-80431-2},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/Mora-SotoPMGHPY20,
author = {Alejandra Mora{-}Soto and
Mauricio Palacios and
Erasmo C. Macaya and
Iv{\'{a}}n G{\'{o}}mez and
Pirjo Huovinen and
Alejandro P{\'{e}}rez{-}Matus and
Mary Young and
Neil Golding and
Martin Toro and
Mohammad Yaqub and
Marc Macias{-}Fauria},
title = {A High-Resolution Global Map of Giant Kelp (Macrocystis pyrifera)
Forests and Intertidal Green Algae (Ulvophyceae) with Sentinel-2 Imagery},
journal = {Remote. Sens.},
volume = {12},
number = {4},
pages = {694},
year = {2020},
url = {https://doi.org/10.3390/rs12040694},
doi = {10.3390/RS12040694},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/Mora-SotoPMGHPY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WilliamsCYSVDD20,
author = {Helena Williams and
Laura Cattani and
Mohammad Yaqub and
Carole H. Sudre and
Tom Vercauteren and
Jan Deprest and
Jan D'hooge},
editor = {Yipeng Hu and
Roxane Licandro and
J. Alison Noble and
Jana Hutter and
Stephen R. Aylward and
Andrew Melbourne and
Esra Abaci Turk and
Jordina Torrents{-}Barrena},
title = {Automatic C-Plane Detection in Pelvic Floor Transperineal Volumetric
Ultrasound},
booktitle = {Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis
- First International Workshop, {ASMUS} 2020, and 5th International
Workshop, {PIPPI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12437},
pages = {136--145},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60334-2\_14},
doi = {10.1007/978-3-030-60334-2\_14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WilliamsCYSVDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miua/2020,
editor = {Bartlomiej W. Papiez and
Ana I. L. Namburete and
Mohammad Yaqub and
J. Alison Noble},
title = {Medical Image Understanding and Analysis - 24th Annual Conference,
{MIUA} 2020, Oxford, UK, July 15-17, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1248},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52791-4},
doi = {10.1007/978-3-030-52791-4},
isbn = {978-3-030-52790-7},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/HiarySSY18,
author = {Hazem Hiary and
Heba Saadeh and
Maha Saadeh and
Mohammad Yaqub},
title = {Flower classification using deep convolutional neural networks},
journal = {{IET} Comput. Vis.},
volume = {12},
number = {6},
pages = {855--862},
year = {2018},
url = {https://doi.org/10.1049/iet-cvi.2017.0155},
doi = {10.1049/IET-CVI.2017.0155},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-cvi/HiarySSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NambureteXYZN18,
author = {Ana I. L. Namburete and
Weidi Xie and
Mohammad Yaqub and
Andrew Zisserman and
J. Alison Noble},
title = {Fully-automated alignment of 3D fetal brain ultrasound to a canonical
reference space using multi-task learning},
journal = {Medical Image Anal.},
volume = {46},
pages = {1--14},
year = {2018},
url = {https://doi.org/10.1016/j.media.2018.02.006},
doi = {10.1016/J.MEDIA.2018.02.006},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/NambureteXYZN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/YaqubRKMPSMN16,
author = {Mohammad Yaqub and
Sylvia Rueda and
Anil Kopuri and
Pedro Melo and
Aris T. Papageorghiou and
Peter B. Sullivan and
Kenneth McCormick and
J. Alison Noble},
title = {Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis
of the Developing Brain},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {20},
number = {4},
pages = {1120--1128},
year = {2016},
url = {https://doi.org/10.1109/JBHI.2015.2435651},
doi = {10.1109/JBHI.2015.2435651},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/YaqubRKMPSMN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RyouYCRPN16,
author = {Hosuk Ryou and
Mohammad Yaqub and
Angelo Cavallaro and
Fenella Roseman and
Aris T. Papageorghiou and
J. Alison Noble},
editor = {Li Wang and
Ehsan Adeli and
Qian Wang and
Yinghuan Shi and
Heung{-}Il Suk},
title = {Automated 3D Ultrasound Biometry Planes Extraction for First Trimester
Fetal Assessment},
booktitle = {Machine Learning in Medical Imaging - 7th International Workshop,
{MLMI} 2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece,
October 17, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10019},
pages = {196--204},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47157-0\_24},
doi = {10.1007/978-3-319-47157-0\_24},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RyouYCRPN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NambureteSKYPN15,
author = {Ana I. L. Namburete and
Richard V. Stebbing and
Bryn Kemp and
Mohammad Yaqub and
Aris T. Papageorghiou and
J. Alison Noble},
title = {Learning-based prediction of gestational age from ultrasound images
of the fetal brain},
journal = {Medical Image Anal.},
volume = {21},
number = {1},
pages = {72--86},
year = {2015},
url = {https://doi.org/10.1016/j.media.2014.12.006},
doi = {10.1016/J.MEDIA.2014.12.006},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/NambureteSKYPN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YaqubKPN15,
author = {Mohammad Yaqub and
Brenda Kelly and
Aris T. Papageorghiou and
J. Alison Noble},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Guided Random Forests for Identification of Key Fetal Anatomy and
Image Categorization in Ultrasound Scans},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5 -
9, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9351},
pages = {687--694},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24574-4\_82},
doi = {10.1007/978-3-319-24574-4\_82},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/YaqubKPN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/RuobingNYN15,
author = {Ruobing Huang and
Ana I. L. Namburete and
Mohammad Yaqub and
J. Alison Noble},
editor = {Tryphon Lambrou and
Xujiong Ye},
title = {Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization
in 3D Ultrasound Images},
booktitle = {Medical Image Understanding and Analysis - {MIUA} 2015. 19th Annual
Conference, University of Lincoln, Lincoln, UK, July 15-17, 2015},
pages = {46--51},
publisher = {{BMVA}},
year = {2015},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/miua/RuobingNYN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/YaqubJCN14,
author = {Mohammad Yaqub and
M. Kassim Javaid and
Cyrus Cooper and
J. Alison Noble},
title = {Investigation of the Role of Feature Selection and Weighted Voting
in Random Forests for 3-D Volumetric Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {2},
pages = {258--271},
year = {2014},
url = {https://doi.org/10.1109/TMI.2013.2284025},
doi = {10.1109/TMI.2013.2284025},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/YaqubJCN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RuedaFKYPRFMPTSMCBCSPGKWCPHN14,
author = {Sylvia Rueda and
Sana Fathima and
Caroline L. Knight and
Mohammad Yaqub and
Aris T. Papageorghiou and
Bahbibi Rahmatullah and
Alessandro Foi and
Matteo Maggioni and
Antonietta Pepe and
Jussi Tohka and
Richard V. Stebbing and
John McManigle and
Anca Ciurte and
Xavier Bresson and
Meritxell Bach Cuadra and
Changming Sun and
Gennady V. Ponomarev and
Mikhail S. Gelfand and
Marat D. Kazanov and
Ching{-}Wei Wang and
Hsiang{-}Chou Chen and
Chun{-}Wei Peng and
Chu{-}Mei Hung and
J. Alison Noble},
title = {Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation
Methods for Biometric Measurements: {A} Grand Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {4},
pages = {797--813},
year = {2014},
url = {https://doi.org/10.1109/TMI.2013.2276943},
doi = {10.1109/TMI.2013.2276943},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/RuedaFKYPRFMPTSMCBCSPGKWCPHN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YaqubKRSMN14,
author = {Mohammad Yaqub and
Anil Kopuri and
Sylvia Rueda and
Peter B. Sullivan and
Kenneth McCormick and
J. Alison Noble},
editor = {Guorong Wu and
Daoqiang Zhang and
Luping Zhou},
title = {A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane
Localization for Longitudinal Analysis of Brain Growth and Maturation},
booktitle = {Machine Learning in Medical Imaging - 5th International Workshop,
{MLMI} 2014, Held in Conjunction with {MICCAI} 2014, Boston, MA, USA,
September 14, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8679},
pages = {109--116},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10581-9\_14},
doi = {10.1007/978-3-319-10581-9\_14},
timestamp = {Sun, 02 Jun 2019 21:24:45 +0200},
biburl = {https://dblp.org/rec/conf/miccai/YaqubKRSMN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NambureteYKPN14,
author = {Ana Ineyda Luisa Namburete and
Mohammad Yaqub and
Bryn Kemp and
Aris T. Papageorghiou and
J. Alison Noble},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Predicting Fetal Neurodevelopmental Age from Ultrasound Images},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8674},
pages = {260--267},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10470-6\_33},
doi = {10.1007/978-3-319-10470-6\_33},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NambureteYKPN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/CuingnetSMPYNPRNA13,
author = {R{\'{e}}mi Cuingnet and
Oudom Somphone and
Benoit Mory and
Raphael Prevost and
Mohammad Yaqub and
Raffaele Napolitano and
Aris T. Papageorghiou and
David Roundhill and
J. Alison Noble and
Roberto Ardon},
title = {Where is my baby? {A} fast fetal head auto-alignment in 3D-ultrasound},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {768--771},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556588},
doi = {10.1109/ISBI.2013.6556588},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/CuingnetSMPYNPRNA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YaqubCNRPAN13,
author = {Mohammad Yaqub and
R{\'{e}}mi Cuingnet and
Raffaele Napolitano and
David Roundhill and
Aris T. Papageorghiou and
Roberto Ardon and
J. Alison Noble},
editor = {Guorong Wu and
Daoqiang Zhang and
Dinggang Shen and
Pingkun Yan and
Kenji Suzuki and
Fei Wang},
title = {Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound},
booktitle = {Machine Learning in Medical Imaging - 4th International Workshop,
{MLMI} 2013, Held in Conjunction with {MICCAI} 2013, Nagoya, Japan,
September 22, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8184},
pages = {25--32},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02267-3\_4},
doi = {10.1007/978-3-319-02267-3\_4},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/YaqubCNRPAN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChykeyukYN13,
author = {Kiryl Chykeyuk and
Mohammad Yaqub and
J. Alison Noble},
editor = {Bjoern H. Menze and
Georg Langs and
Albert Montillo and
B. Michael Kelm and
Henning M{\"{u}}ller and
Zhuowen Tu},
title = {Class-Specific Regression Random Forest for Accurate Extraction of
Standard Planes from 3D Echocardiography},
booktitle = {Medical Computer Vision. Large Data in Medical Imaging - Third International
{MICCAI} Workshop, {MCV} 2013, Nagoya, Japan, September 26, 2013,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8331},
pages = {53--62},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-05530-5\_6},
doi = {10.1007/978-3-319-05530-5\_6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChykeyukYN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YaqubNIPN12,
author = {Mohammad Yaqub and
Raffaele Napolitano and
Christos Ioannou and
Aris T. Papageorghiou and
J. Alison Noble},
title = {Automatic detection of local fetal brain structures in ultrasound
images},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {1555--1558},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235870},
doi = {10.1109/ISBI.2012.6235870},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/YaqubNIPN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChykeyukYN12,
author = {Kiryl Chykeyuk and
Mohammad Yaqub and
J. Alison Noble},
editor = {Bjoern H. Menze and
Georg Langs and
Le Lu and
Albert Montillo and
Zhuowen Tu and
Antonio Criminisi},
title = {Novel Context Rich LoCo and GloCo Features with Local and Global Shape
Constraints for Segmentation of 3D Echocardiograms with Random Forests},
booktitle = {Medical Computer Vision. Recognition Techniques and Applications in
Medical Imaging - Second International {MICCAI} Workshop, {MCV} 2012,
Nice, France, October 5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7766},
pages = {59--69},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36620-8\_7},
doi = {10.1007/978-3-642-36620-8\_7},
timestamp = {Sun, 02 Oct 2022 16:11:47 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChykeyukYN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VerhoekYMN11,
author = {Michael Verhoek and
Mohammad Yaqub and
John McManigle and
J. Alison Noble},
editor = {Kenji Suzuki and
Fei Wang and
Dinggang Shen and
Pingkun Yan},
title = {Learning Optical Flow Propagation Strategies Using Random Forests
for Fast Segmentation in Dynamic 2D {\&} 3D Echocardiography},
booktitle = {Machine Learning in Medical Imaging - Second International Workshop,
{MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada,
September 18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7009},
pages = {75--82},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24319-6\_10},
doi = {10.1007/978-3-642-24319-6\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VerhoekYMN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YaqubJCN11,
author = {Mohammad Yaqub and
M. Kassim Javaid and
Cyrus Cooper and
J. Alison Noble},
editor = {Kenji Suzuki and
Fei Wang and
Dinggang Shen and
Pingkun Yan},
title = {Improving the Classification Accuracy of the Classic {RF} Method by
Intelligent Feature Selection and Weighted Voting of Trees with Application
to Medical Image Segmentation},
booktitle = {Machine Learning in Medical Imaging - Second International Workshop,
{MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada,
September 18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7009},
pages = {184--192},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24319-6\_23},
doi = {10.1007/978-3-642-24319-6\_23},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/YaqubJCN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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