A community-based collaboration to build prediction models for short-term discontinuation of docetaxel in metastatic castration-resistant prostate cancer
Fatemeh S. Seyednasrollah, Devin C. Koestler, Tao Wang, Stephen Piccolo, Roberto Vega, Russell Greiner, Christiane Fuchs, Eyal Gofer, Luke Kumar, Russell D. Wolfinger, Kimberly Kanigel Winner, Chris Bare, Elias Chaibub Neto, Thomas Von Yu, Liji Shen, , James C. Costello
This paper presents a crowdsourced challenge to predict early discontinuation of docetaxel in mCRPC patients using clinical data from multiple trials, finding that ensemble models outperform individual models.
JCO Clinical Cancer Informatics · Aug 4, 2017Peer-reviewedBioinformatics