Cargando…
Psychosocial-Behavioral Phenotyping: A Novel Precision Health Approach to Modeling Behavioral, Psychological, and Social Determinants of Health Using Machine Learning
BACKGROUND: The context in which a behavioral intervention is delivered is an important source of variability and systematic approaches are needed to identify and quantify contextual factors that may influence intervention efficacy. Machine learning-based phenotyping methods can contribute to a new...
Autores principales: | Burgermaster, Marissa, Rodriguez, Victor A |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672350/ https://www.ncbi.nlm.nih.gov/pubmed/35445699 http://dx.doi.org/10.1093/abm/kaac012 |
Ejemplares similares
-
Precision Health: The Role of the Social and Behavioral Sciences in Advancing the Vision
por: Hekler, Eric, et al.
Publicado: (2020) -
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs
por: Sterling, Stacy, et al.
Publicado: (2018) -
Psychosocial Determinants of Insomnia in Adolescents: Roles of Mental Health, Behavioral Health, and Social Environment
por: Hsieh, Yi-Ping, et al.
Publicado: (2019) -
Social Distancing as a Health Behavior: County-Level Movement in the United States During the COVID-19 Pandemic Is Associated with Conventional Health Behaviors
por: Bourassa, Kyle J, et al.
Publicado: (2020) -
PSYCHOSOCIAL AND BEHAVIORAL PREDICTORS OF HEALTH AND AGING
por: Graham, Eileen, et al.
Publicado: (2022)