Using behavioral rhythms and multi-task learning to predict fine-grained symptoms of schizophrenia

Schizophrenia is a severe and complex psychiatric disorder with heterogeneous and dynamic multi-dimensional symptoms. Behavioral rhythms, such as sleep rhythm, are usually disrupted in people with schizophrenia. As such, behavioral rhythm sensing with smartphones and machine learning can help better...

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Publicado en:Sci Rep
Autores principales: Tseng, Vincent W.-S., Sano, Akane, Ben-Zeev, Dror, Brian, Rachel, Campbell, Andrew T., Hauser, Marta, Kane, John M., Scherer, Emily A., Wang, Rui, Wang, Weichen, Wen, Hongyi, Choudhury, Tanzeem
Formato: Artigo
Lenguaje:Inglês
Publicado: Nature Publishing Group UK 2020
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7492221/
https://ncbi.nlm.nih.gov/pubmed/32934246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-71689-1
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