Lily Peng

Scientific Discovery by Generating Counterfactuals using Image Translation pdf

Subhashini Venugopalan, Arunachalam Narayanaswamy, Michael Brenner, 2020, MICCAI.

Machine learning for identifying glaucoma related features in fundus images

Lily Peng, Derek Wu, Naama Hammel, 2018 .

Detection of signs of disease in external photographs of the eyes via deep learning pdf

Boris Babenko, Ilana Traynis, Jorge Cuadros, 2020, Nature Biomedical Engineering.

Predicting Risk of Developing Diabetic Retinopathy using Deep Learning pdf

Subhashini Venugopalan, Boris Babenko, Gregory S. Corrado, 2020, The Lancet. Digital health.

Predicting refractive error from retinal fundus images using deep learning

Katy Blumer, Ryan Poplin, Lily Peng, 2018 .

User’s Guide to the Medical Literature: How to Read Articles that use Machine Learning

Jonathan Krause, Yun Liu, Lily Peng, 2019 .

Assisted reads for diabetic retinopathy using a deep learning algorithm and integrated gradient explanation

Ankur Taly, Jonathan Krause, Arunachalam Narayanaswamy, 2018 .