Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis
Carass, Aaron, Roy, Snehashis, Gherman, Adrian, Reinhold, Jacob C., Jesson, Andrew, Arbel, Tal, Maier, Oskar, Handels, Heinz, Ghafoorian, Mohsen, Platel, Bram, Birenbaum, Ariel, Greenspan, Hayit, Pham, Dzung L., Crainiceanu, Ciprian M., Calabresi, Peter A., Prince, Jerry L., Roncal, William R. Gray, Shinohara, Russell T., Oguz, Ipek
Published in Scientific reports (19.05.2020)
Published in Scientific reports (19.05.2020)
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Journal Article
Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning
Falet, Jean-Pierre R., Durso-Finley, Joshua, Nichyporuk, Brennan, Schroeter, Julien, Bovis, Francesca, Sormani, Maria-Pia, Precup, Doina, Arbel, Tal, Arnold, Douglas Lorne
Published in Nature communications (26.09.2022)
Published in Nature communications (26.09.2022)
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Journal Article
Virtual reality in the management of patients with low back and neck pain: a retrospective analysis of 82 people treated solely in the metaverse
Orr, Eran, Arbel, Tal, Levy, Miki, Sela, Yaron, Weissberger, Omer, Liran, Omer, Lewis, Jeremy
Published in Archives of physiotherapy (16.05.2023)
Published in Archives of physiotherapy (16.05.2023)
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Journal Article
Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information
Harmouche, Rola, Subbanna, Nagesh K., Collins, D. Louis, Arnold, Douglas L., Arbel, Tal
Published in IEEE transactions on biomedical engineering (01.05.2015)
Published in IEEE transactions on biomedical engineering (01.05.2015)
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Journal Article
Stroke Lesion Segmentation in FLAIR MRI Datasets Using Customized Markov Random Fields
Subbanna, Nagesh K, Rajashekar, Deepthi, Cheng, Bastian, Thomalla, Götz, Fiehler, Jens, Arbel, Tal, Forkert, Nils D
Published in Frontiers in neurology (24.05.2019)
Published in Frontiers in neurology (24.05.2019)
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Journal Article
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis: Second International Workshop, UNSURE 2020, and Third International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings
Sudre, Carole H, Fehri, Hamid, Arbel, Tal, Baumgartner, Christian F, Dalca, Adrian, Tanno, Ryutaro, Van Leemput, Koen, Wells, William M, Sotiras, Aristeidis, Papiez, Bartlomiej
Year of Publication 2020
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Year of Publication 2020
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Exploring uncertainty measures in deep networks for Multiple sclerosis lesion detection and segmentation
Nair, Tanya, Precup, Doina, Arnold, Douglas L., Arbel, Tal
Published in Medical image analysis (01.01.2020)
Published in Medical image analysis (01.01.2020)
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Journal Article
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers
Müller, Henning, Kelm, B. Michael, Arbel, Tal, Cai, Weidong, Cardoso, M. Jorge, Langs, Georg, Menze, Bjoern, Metaxas, Dimitris, Montillo, Albert, Wells III, William M
Year of Publication 2017
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Year of Publication 2017
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Grow-push-prune: Aligning deep discriminants for effective structural network compression
Tian, Qing, Arbel, Tal, Clark, James J.
Published in Computer vision and image understanding (01.06.2023)
Published in Computer vision and image understanding (01.06.2023)
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Journal Article
Task dependent deep LDA pruning of neural networks
Tian, Qing, Arbel, Tal, Clark, James J.
Published in Computer vision and image understanding (01.02.2021)
Published in Computer vision and image understanding (01.02.2021)
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Journal Article
Current AI applications in neurology: Brain imaging
Arbel, Tal, Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas, Pawlowski, Nick
Published in Journal of the neurological sciences (01.12.2023)
Published in Journal of the neurological sciences (01.12.2023)
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Journal Article
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
Menze, Bjoern H., Jakab, Andras, Bauer, Stefan, Kalpathy-Cramer, Jayashree, Farahani, Keyvan, Kirby, Justin, Burren, Yuliya, Porz, Nicole, Slotboom, Johannes, Wiest, Roland, Lanczi, Levente, Gerstner, Elizabeth, Weber, Marc-Andre, Arbel, Tal, Avants, Brian B., Ayache, Nicholas, Buendia, Patricia, Collins, D. Louis, Cordier, Nicolas, Corso, Jason J., Criminisi, Antonio, Das, Tilak, Delingette, Herve, Demiralp, Cagatay, Durst, Christopher R., Dojat, Michel, Doyle, Senan, Festa, Joana, Forbes, Florence, Geremia, Ezequiel, Glocker, Ben, Golland, Polina, Xiaotao Guo, Hamamci, Andac, Iftekharuddin, Khan M., Jena, Raj, John, Nigel M., Konukoglu, Ender, Lashkari, Danial, Mariz, Jose Antonio, Meier, Raphael, Pereira, Sergio, Precup, Doina, Price, Stephen J., Riklin Raviv, Tammy, Reza, Syed M. S., Ryan, Michael, Sarikaya, Duygu, Schwartz, Lawrence, Hoo-Chang Shin, Shotton, Jamie, Silva, Carlos A., Sousa, Nuno, Subbanna, Nagesh K., Szekely, Gabor, Taylor, Thomas J., Thomas, Owen M., Tustison, Nicholas J., Unal, Gozde, Vasseur, Flor, Wintermark, Max, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Zikic, Darko, Prastawa, Marcel, Reyes, Mauricio, Van Leemput, Koen
Published in IEEE transactions on medical imaging (01.10.2015)
Published in IEEE transactions on medical imaging (01.10.2015)
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Journal Article
Introduction: Medical Mobilities in the Modern Middle East and North Africa
Kozma, Liat, Arbel, Tal, Khayat, Nicole
Published in Bulletin of the history of medicine (01.01.2022)
Published in Bulletin of the history of medicine (01.01.2022)
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Journal Article
Balancing new technology: Virtual reality for balance measurement case report
Weissberger, Omer, Orr, Eran, Levy, Miki, Kimel-Naor, Shani, Plotnik, Meir, Arbel, Tal
Published in Medicine (Baltimore) (03.02.2023)
Published in Medicine (Baltimore) (03.02.2023)
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Journal Article
BIAS: Transparent reporting of biomedical image analysis challenges
Maier-Hein, Lena, Reinke, Annika, Kozubek, Michal, Martel, Anne L., Arbel, Tal, Eisenmann, Matthias, Hanbury, Allan, Jannin, Pierre, Müller, Henning, Onogur, Sinan, Saez-Rodriguez, Julio, van Ginneken, Bram, Kopp-Schneider, Annette, Landman, Bennett A.
Published in Medical image analysis (01.12.2020)
Published in Medical image analysis (01.12.2020)
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Journal Article