Parkinsons Disease Digital Biomarker DREAM Challenge - syn8717496 - 0 views
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MiamiOH OARS on 29 Aug 17The Parkinson's Disease Digital Biomarker DREAM Challenge is a first of its kind challenge, designed to benchmark methods for the processing of sensor data for development of digital signatures reflective of Parkinson's Disease. Participants will be provided with raw sensor (accelerometer, gyroscope, and magnetometer) time series data recorded during the performance of pre-specified motor tasks, and will be asked to extract data features which are predictive of PD pathology. In contrast to traditional DREAM challenges, this one will focus on feature extraction rather than predictive modeling, and submissions will be evaluated based on their ability to predict disease phenotype using an array of standard machine learning algorithms.