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

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 predict...

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Bibliografske podrobnosti
izdano v:NPJ Digit Med
Main Authors: Epstein, David H., Tyburski, Matthew, Kowalczyk, William J., Burgess-Hull, Albert J., Phillips, Karran A., Curtis, Brenda L., Preston, Kenzie L.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7055250/
https://ncbi.nlm.nih.gov/pubmed/32195362
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-020-0234-6
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