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Jeffrey De Fauw | Researchclopedia

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Jeffrey De Fauw

Hôpital Necker-Enfants Malades ORCID

22

Works

8,864

Citations

18

h-index

19

i10-index

Research Topics

Retinal Imaging and Analysis Radiomics and Machine Learning in Medical Imaging AI in cancer detection

Affiliations

Hôpital Necker-Enfants Malades2025–2025

Google (United States)2016–2020

Inserm2025–2025

Université Paris Cité2025–2025

Institut Necker Enfants Malades2025–2025

Top Works

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney,Marcin Sieniek,et al.

20202,983 citations

Artificial Intelligence in Healthcare and Education

Retinal Diseases and Treatments

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw,Joseph R. Ledsam,et al.

20182,519 citations

Data-Efficient Image Recognition with Contrastive Predictive Coding

Olivier J. Hénaff,Aravind Srinivas,et al.

2019936 citations

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

Stanislav Nikolov,Sam Blackwell,et al.

2021321 citations

Lasagne: First release.

Sander Dieleman,Jan Schlüter,et al.

2015306 citations

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

Viknesh Sounderajah,Hutan Ashrafian,et al.

2021290 citations

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

Jason Yim,Reena Chopra,et al.

2020284 citations

Developing specific reporting guidelines for diagnostic accuracy studies assessing AI interventions: The STARD-AI Steering Group

Viknesh Sounderajah,Hutan Ashrafian,et al.

2020250 citations

Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy

Stanislav Nikolov,Sam Blackwell,et al.

2018248 citations