Prediction of stress and drug craving ninety minutes in the future with passively collected GPS data

Prediction of stress and drug craving ninety minutes in the future with passively collected GPS data

Abstract Just-in-time adaptive interventions (JITAIs), typically smartphone apps, learn to deliver therapeutic content when users need it. The challenge is to “push” content at algorithmically chosen moments without making users trigger it with effortful input. We trained a randomForest algorithm to...

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Bibliographic Details
Main Authors: David H. Epstein, Matthew Tyburski, William J. Kowalczyk, Albert J. Burgess-Hull, Karran A. Phillips, Brenda L. Curtis, Kenzie L. Preston
Format: Article
Language:English
Published: Nature Portfolio 2020-03-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-0234-6

Internet

https://doi.org/10.1038/s41746-020-0234-6

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