Enhancement of prostate cancer diagnosis by machine learning techniques: an algorithm development and validation study.

Peter Ka-Fung ChiuXiao ShenGuanjin WangCho-Lik HoSteven Chi Ho Leung Chi-Fai NgKup-Sze ChoiJeremy Yuen Chun Teoh

Published in: Prostate cancer and prostatic diseases (2021)

By using the same clinical parameters, ML techniques performed better than ERSPC-RC or PSA density in csPCa predictions, and could avoid up to 50% unnecessary biopsies.

Keyphrases

prostate cancer
machine learning
radical prostatectomy
deep learning
artificial intelligence
big data
ultrasound guided
neural network