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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...
Autores principales: | Epstein, David H., Tyburski, Matthew, Kowalczyk, William J., Burgess-Hull, Albert J., Phillips, Karran A., Curtis, Brenda L., Preston, Kenzie L. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
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 |
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