The multimodal brain tumor image segmentation benchmark (BRATS) BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ... IEEE transactions on medical imaging 34 (10), 1993-2024, 2014 | 5693 | 2014 |
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1851 | 2018 |
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS … MJ Cardoso, T Arbel, G Carneiro, T Syeda-Mahmood, JMRS Tavares, ... Springer, 2017 | 734 | 2017 |
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge K Murphy, B Van Ginneken, JM Reinhardt, S Kabus, K Ding, X Deng, ... IEEE transactions on medical imaging 30 (11), 1901-1920, 2011 | 511 | 2011 |
Exploring uncertainty measures in deep networks for multiple sclerosis lesion detection and segmentation T Nair, D Precup, DL Arnold, T Arbel Medical image analysis 59, 101557, 2020 | 456 | 2020 |
Longitudinal multiple sclerosis lesion segmentation: resource and challenge A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ... NeuroImage 148, 77-102, 2017 | 320 | 2017 |
Why rankings of biomedical image analysis competitions should be interpreted with care L Maier-Hein, M Eisenmann, A Reinke, S Onogur, M Stankovic, P Scholz, ... Nature communications 9 (1), 5217, 2018 | 293 | 2018 |
Medical sam adapter: Adapting segment anything model for medical image segmentation J Wu, W Ji, Y Liu, H Fu, M Xu, Y Xu, Y Jin arXiv preprint arXiv:2304.12620, 2023 | 231 | 2023 |
Evaluating intensity normalization on MRIs of human brain with multiple sclerosis M Shah, Y Xiao, N Subbanna, S Francis, DL Arnold, DL Collins, T Arbel Medical image analysis 15 (2), 267-282, 2011 | 221 | 2011 |
Metrics reloaded: Pitfalls and recommendations for image analysis validation L Maier-Hein, B Menze arXiv. org, 2022 | 162* | 2022 |
Common limitations of image processing metrics: A picture story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv:2104.05642, 2021 | 155 | 2021 |
Evaluating white matter lesion segmentations with refined Sørensen-Dice analysis A Carass, S Roy, A Gherman, JC Reinhold, A Jesson, T Arbel, O Maier, ... Scientific reports 10 (1), 8242, 2020 | 150 | 2020 |
Detection, localization, and sex classification of faces from arbitrary viewpoints and under occlusion M Toews, T Arbel IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (9), 1567-1581, 2008 | 147 | 2008 |
Accounting for variance in machine learning benchmarks X Bouthillier, P Delaunay, M Bronzi, A Trofimov, B Nichyporuk, J Szeto, ... Proceedings of Machine Learning and Systems 3, 747-769, 2021 | 140 | 2021 |
Feature-based morphometry: Discovering group-related anatomical patterns M Toews, W Wells III, DL Collins, T Arbel NeuroImage 49 (3), 2318-2327, 2010 | 139 | 2010 |
Viewpoint selection by navigation through entropy maps T Arbel, FP Ferrie Proceedings of the Seventh IEEE International Conference on Computer Vision …, 1999 | 132 | 1999 |
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images R Karim, P Bhagirath, P Claus, RJ Housden, Z Chen, Z Karimaghaloo, ... Medical image analysis 30, 95-107, 2016 | 121 | 2016 |
Identifying the best machine learning algorithms for brain tumor segmentation S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... progression assessment, and overall survival prediction in the BRATS …, 2018 | 120 | 2018 |
IBIS: an OR ready open-source platform for image-guided neurosurgery S Drouin, A Kochanowska, M Kersten-Oertel, IJ Gerard, R Zelmann, ... International journal of computer assisted radiology and surgery 12, 363-378, 2017 | 103 | 2017 |
BIAS: Transparent reporting of biomedical image analysis challenges L Maier-Hein, A Reinke, M Kozubek, AL Martel, T Arbel, M Eisenmann, ... Medical image analysis 66, 101796, 2020 | 94 | 2020 |