Comprehensive Evaluation of Machine Learning Models and Gene Expression Signatures for Prostate Cancer Prognosis Using Large Population Cohorts.

Ruidong LiJianguo ZhuWei-De ZhongZhenyu Jia

Published in: Cancer research (2022)

This systematic evaluation of 15 machine learning algorithms and 30 published gene expression signatures for the prognosis of prostate cancer will assist clinical decision-making.

Keyphrases

machine learning
prostate cancer
gene expression
radical prostatectomy
dna methylation
decision making
artificial intelligence
genome wide
big data
deep learning
randomized controlled trial
systematic review