output
20172022
most citedPredicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning

1.9k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018Show all

2 papers · 1 filter

stat.ME2018★ 12 cited

Doubly Robust Regression Analysis for Data Fusion

Katherine Evans, BaoLuo Sun, James Robins +1

This paper investigates the problem of making inference about a parametric model for the regression of an outcome variable on covariates when data are fused from two se…

cs.CV2018★ 1.7k cited

Confounding variables can degrade generalization performance of radiological deep learning models

John R. Zech, Marcus A. Badgeley, Manway Liu +3

Early results in using convolutional neural networks (CNNs) on x-rays to diagnose disease have been promising, but it has not yet been shown that models trained on x-rays from one…