Jim Winkens

Jim Winkens

Google Inc. - California / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4638001
person_outline 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-) 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, 20231452023
5-) 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, 20221202022