Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology

James M. Dolezal(University of Chicago), Alexander T. Pearson(University of Chicago), Melanie C. Bois(Mayo Clinic in Arizona), Jefree J. Schulte(University of Chicago), Everett E. Vokes(University of Chicago), Siddhi Ramesh(University of Chicago), Aaron S. Mansfield(Mayo Clinic), Brittany Cody(University of Chicago), Aliya N. Husain(University of Chicago), Aaron O. Bungum(Mayo Clinic), Radhika Bansal(Mayo Clinic in Arizona), Andrew Srisuwananukorn(University of Illinois Chicago), Marina Chiara Garassino(University of Chicago), Dmitry Karpeyev, Sagar Rakshit(Mayo Clinic in Arizona), Sara Kochanny(University of Chicago)
Nature Communications
November 2, 2022
Cited by 123


Related Papers