Prostate Cancer DREAM Challenge

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Prostate Cancer DREAM Challenge Deadline: 2015-07-27
Award: Details to come

The goal of this project is to use a crowd-based competition to develop models for predicting patient outcomes in metastatic, castrate-resistant prostate cancer (mCRPC).

Participants will be provided with clinical covariates from the comparator arms of 4 clinical trials in mCRPC. Three of the trial cohorts will be provided in full as training data. The 4th trial will be used for evaluating predictions made by participants. We will make the clinical covariates available to participants, but hold the dependent variable (patient end-points or discontinuation) for evaluation. Unlike previous cancer prediction challenges, no genomic / genetic data will be available or provided. Any information outside of the data provided through the challenge may be used, although ultimately the covariates for the validation data set will constrain how predictions may be performed for final scoring.


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