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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Detalles Bibliográficos
Autores principales: Epstein, David H., Tyburski, Matthew, Kowalczyk, William J., Burgess-Hull, Albert J., Phillips, Karran A., Curtis, Brenda L., Preston, Kenzie L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7055250/
https://www.ncbi.nlm.nih.gov/pubmed/32195362
http://dx.doi.org/10.1038/s41746-020-0234-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7055250/
https://www.ncbi.nlm.nih.gov/pubmed/32195362
http://dx.doi.org/10.1038/s41746-020-0234-6

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