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Jim Winkens
AD Scientific Index 2024
Engineering & Technology / Computer Science
Google Inc. - Kaliforniya / United States
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Jim Winkens's MOST POPULAR ARTICLES
1-)
Rotation equivariant CNNs for digital pathologyBS Veeling, J Linmans, J Winkens, T Cohen, M WellingInternational Conference on Medical image computing and computer-assisted …, 20183082018
2-)
Predicting conversion to wet age-related macular degeneration using deep learningJ Yim, R Chopra, T Spitz, J Winkens, A Obika, C Kelly, H Askham, M Lukic, ...Nature Medicine 26 (6), 892-899, 20201302020
3-)
Contrastive training for improved out-of-distribution detectionJ Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ...arXiv preprint arXiv:2007.05566, 20201202020
4-)
Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditionsAG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...Medical Image Analysis 75, 102274, 20221072022
5-)
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imagingS Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...Nature Biomedical Engineering 7 (6), 756-779, 2023822023
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