Genomic classifiers and prognosis of localized prostate cancer: a systematic review.

Matthew J BoyerDavid J CarpenterJeffrey R GingrichSudha R RamanDeepika SirohiAmir Alishahi TabrizAlexis Rompre-BrodeurJoseph LunyeraFahmin BasherRhonda L BittingAndrzej KosinskiSarah CantrellAdelaide M GordonBelinda EarJennifer M GierischMorgan JacobsKaren M Goldstein

Published in: Prostate cancer and prostatic diseases (2024)

Genomic classifiers provide a small but consistent improvement upon the prognostic ability of clinical classification schemes, which may be helpful when treatment decisions are uncertain. However, evidence from current management-era data and of the predictive ability of these tests is needed.

Keyphrases

prostate cancer
copy number
machine learning
radical prostatectomy
deep learning
electronic health record
big data
dna methylation
artificial intelligence