iSurvive: An Interpretable, Event-time Prediction Model for mHealth

An important mobile health (mHealth) task is the use of multimodal data, such as sensor streams and self-report, to construct interpretable time-to-event predictions of, for example, lapse to alcohol or illicit drug use. Interpretability of the prediction model is important for acceptance and adopti...

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Bibliografiske detaljer
Udgivet i:Proc Mach Learn Res
Main Authors: Dempsey, Walter H., Moreno, Alexander, Scott, Christy K., Dennis, Michael L., Gustafson, David H., Murphy, Susan A., Rehg, James M.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6430609/
https://ncbi.nlm.nih.gov/pubmed/30906932
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