Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior

Excess alcohol use is an important determinant of death and disability. Machine learning (ML)-driven interventions leveraging smart-breathalyzer data may help reduce these harms. We developed a digital phenotype of long-term smart-breathalyzer behavior to predict individuals’ breath alcohol concentr...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:NPJ Digit Med
Main Authors: Aschbacher, Kirstin, Hendershot, Christian S., Tison, Geoffrey, Hahn, Judith A., Avram, Robert, Olgin, Jeffrey E., Marcus, Gregory M.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8058037/
https://ncbi.nlm.nih.gov/pubmed/33879844
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-021-00441-4
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker