Emergence of digital biomarkers to predict and modify treatment efficacy: machine learning study

Objectives Development of digital biomarkers to predict treatment response to a digital behavioural intervention.Design Machine learning using random forest classifiers on data generated through the use of a digital therapeutic which delivers behavioural therapy to treat cardiometabolic disease. Dat...

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Bibliographic Details
Main Authors: Nicole L Guthrie, Jason Carpenter, Katherine L Edwards, Kevin J Appelbaum, Sourav Dey, David M Eisenberg, David L Katz, Mark A Berman
Format: Article
Language:English
Published: BMJ Publishing Group 2019-07-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/9/7/e030710.full
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