Jeffrey De Fauw

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney, Marcin Sieniek, Varun Godbole et al. · Nature · 2020 · 2.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.5K citations

Convolutional Neural Network, Ocular Disease, Engineering +10

Data-Efficient Image Recognition with Contrastive Predictive Coding

Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw et al. · arXiv (Cornell University) · 2019 · 936 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study

Stanislav Nikolov, Sam Blackwell, Alexei Zverovitch et al. · Journal of Medical Internet Research · 2021 · 315 citations · Full text

Predicting conversion to wet age-related macular degeneration using deep learning

Jason Yim, Reena Chopra, Terry Spitz et al. · Nature Medicine · 2020 · 280 citations

Ocular Disease, Engineering, Machine Learning +6