Search Results for author: Anthony B. Costa

Found 1 papers, 0 papers with code

Confounding variables can degrade generalization performance of radiological deep learning models

no code implementations2 Jul 2018 John R. Zech, Marcus A. Badgeley, Manway Liu, Anthony B. Costa, Joseph J. Titano, Eric K. Oermann

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 hospital or one group of hospitals will work equally well at different hospitals.

Cannot find the paper you are looking for? You can Submit a new open access paper.