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Psychosocial-Behavioral Phenotyping: A Novel Precision Health Approach to Modeling Behavioral, Psychological, and Social Determinants of Health Using Machine Learning.

Marissa BurgermasterVictor A Rodriguez
Published in: Annals of behavioral medicine : a publication of the Society of Behavioral Medicine (2022)
By depicting the complexity of psychological and social determinants of health while also providing actionable insight about similarities and differences among members of the same community, psychosocial-behavioral phenotypes can identify potential intervention targets in context.
Keyphrases
  • mental health
  • healthcare
  • public health
  • health information
  • randomized controlled trial
  • human health
  • health promotion
  • high throughput
  • sleep quality
  • physical activity
  • depressive symptoms
  • social media