Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading.

Ellery WulczynKunal NagpalMatthew SymondsMelissa MoranMarkus Plass Robert ReihsFarah NaderFraser TanYuannan CaiTrissia BrownIsabelle Flament-AuvigneMahul B AminMartin C Stumpe Heimo Müller Peter Regitnig Andreas Philipp HasslerGreg S CorradoLily H PengPo-Hsuan Cameron ChenDavid F SteinerKurt Zatloukal Yuan Liu Craig H Mermel

Published in: Communications medicine (2021)

Our results suggest that A.I.-based Gleason grading can lead to effective risk stratification, and warrants further evaluation for improving disease management.

Keyphrases

prostate cancer
artificial intelligence
radical prostatectomy
machine learning
big data
deep learning
cardiovascular events
risk factors
type diabetes