Jeffrey De Fauw

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney, Marcin Sieniek, Varun Godbole et al. · Nature · 2020 · 3.1K citations · Full text

Computing, Computer Science, Health Informatics +16

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 · 2.6K citations

Medicine, Computer Science, Ophthalmology +14

Data-Efficient Image Recognition with Contrastive Predictive Coding

Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw et al. · arXiv (Cornell University) · 2019 · 937 citations · Full text

Computing, Computer Science, Computer Vision +15

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 · 343 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol

Viknesh Sounderajah, Hutan Ashrafian, Robert Golub et al. · BMJ Open · 2021 · 312 citations · Full text

Education, Project Management, Artificial Intelligence +14