Comparing Active Surveillance and Watchful Waiting With Radical Treatment Using Machine Learning Models Among Patients With Prostate Cancer.
Siqi HuChun-Pin Esther ChangJohn SnyderVikrant G DeshmukhMichael G NewmanAnkita P DateCarlos GalvaoChristina A PorucznikLisa H GrenAlejandro SanchezShane LloydBenjamin HaalandBrock O' NeilMia HashibePublished in: JCO clinical cancer informatics (2023)
A machine learning approach accurately distinguished AS and WW groups in conservative treatment in this decision analytical model study. Our results provide insight into the necessity to separate AS and WW in population-based studies.