John R. Zech

According to our database, John R. Zech authored at least 4 papers between 2018 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Deep learning predicts hip fracture using confounding patient and healthcare variables.

Marcus A. Badgeley, John R. Zech, Luke Oakden-Rayner, Benjamin S. Glicksberg, Manway Liu, William Gale, Michael V. McConnell, Bethany Percha, Thomas M. Snyder, Joel T. Dudley

npj Digit. Medicine, 2019

Individual predictions matter: Assessing the effect of data ordering in training fine-tuned CNNs for medical imaging.

John R. Zech, Jessica Zosa Forde, Michael L. Littman

CoRR, 2019

CANDI: an R package and Shiny app for annotating radiographs and evaluating computer-aided diagnosis.

Marcus A. Badgeley, Manway Liu, Benjamin S. Glicksberg, Mark M. Shervey, John R. Zech, Khader Shameer, Joseph Lehar, Eric K. Oermann, Michael V. McConnell, Thomas M. Snyder, Joel T. Dudley

Bioinform., 2019

2018

Confounding variables can degrade generalization performance of radiological deep learning models.

John R. Zech, Marcus A. Badgeley, Manway Liu, Anthony B. Costa, Joseph J. Titano, Eric K. Oermann

CoRR, 2018