Paper Chase

Paper Chase is a research database designed to offer abstracts of research articles published in journals that have a highly rated impact factor as determined by ISI Impact Factor and PageRank. Abstracts are organized by date, with the most recently published papers listed first.

PLoS medicine
11 30, 2018 15 (11) e1002711
Vol. 15, Issue 11, Medline Page e1002711

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study.

Authors: Hosny A, Parmar C, Coroller TP, Grossmann P, Zeleznik R, Kumar A, Bussink J, Gillies RJ, Mak RH, Aerts HJWL
Abstract:
Our results provide evidence that deep learning networks may be used for mortality risk stratification based on standard-of-care CT images from NSCLC patients. This evidence motivates future research into better deciphering the clinical and biological basis of deep learning networks as well as validation in prospective data.