Use of mobile technology to identify behavioral mechanisms linked to mental health outcomes in Kenya: protocol for development and validation of a predictive model

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OBJECTIVE: This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya. APPROACH: The study will deploy a mobile application (app) platform and use novel data science analyt...

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Detalles Bibliográficos
Autores principales: Njoroge, Willie, Maina, Rachel, Elena, Frank, Atwoli, Lukoye, Wu, Zhenke, Ngugi, Anthony K, Sen, Srijan, Wang, JianLi, Wong, Stephen, Baker, Jessica A, Weinheimer-Haus, Eileen M, Khakali, Linda, Aballa, Andrew, Orwa, James, K Nyongesa , Moses, Shah, Jasmit, Waljee, Akbar K, Abubakar, Amina, Merali, Zul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515076/
https://www.ncbi.nlm.nih.gov/pubmed/37735439
http://dx.doi.org/10.1186/s13104-023-06498-6
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