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Use of machine learning to predict early...
Journal article

Use of machine learning to predict early biochemical recurrence after robot‐assisted prostatectomy

Abstract

OBJECTIVES: To train and compare machine-learning algorithms with traditional regression analysis for the prediction of early biochemical recurrence after robot-assisted prostatectomy. PATIENTS AND METHODS: A prospectively collected dataset of 338 patients who underwent robot-assisted prostatectomy for localized prostate cancer was examined. We used three supervised machine-learning algorithms and 19 different training variables (demographic, …

Authors

Wong NC; Lam C; Patterson L; Shayegan B

Journal

BJU International, Vol. 123, No. 1, pp. 51–57

Publisher

Wiley

Publication Date

1 2019

DOI

10.1111/bju.14477

ISSN

1464-4096