AI for medical imaging goes deep

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text

Computing, Computer Science, Dermatology +16

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

Daniel Kermany, Michael H. Goldbaum, Wenjia Cai et al. · Cell · 2018 · 4.7K citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

Daniel Shu Wei Ting, Carol Y. Cheung, Gilbert Lim et al. · JAMA · 2017 · 2.3K citations · Full text

Medicine, Computer Science, Ophthalmology +17

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

Ryan Poplin, Avinash V. Varadarajan, Katy Blumer et al. · Nature Biomedical Engineering · 2018 · 1.8K citations · Full text

Computing, Computer Science, Ophthalmology +14

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

Paras Lakhani, Baskaran Sundaram · Radiology · 2017 · 1.8K citations

Medicine, Health Informatics, Radiology +17