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 pathology Medical image computing and computer assisted intervention–mICCAI 2018: 21st …, 2018
2-) Predicting conversion to wet age-related macular degeneration using deep learning Nature Medicine 26 (6), 892-899, 2020
3-) Contrastive training for improved out-of-distribution detection arXiv preprint arXiv:2007.05566, 2020
4-) Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging Nature Biomedical Engineering 7 (6), 756-779, 2023
5-) Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditions Medical Image Analysis 75, 102274, 2022