Predicting Self-Rated Health Across the Life Course: Health Equity Insights from Machine Learning Models.

Cheryl R ClarkMark J OmmerbornKaitlyn MoranKatherine BrooksJennifer HaasDavid W BatesAdam Wright

Published in: Journal of general internal medicine (2021)

Our analysis of BRFSS data show social determinants of health are prominent predictors of self-rated health in mid-life. Our work may demonstrate promising practices for using machine learning to advance health equity.

Keyphrases

healthcare
public health
mental health
machine learning
health information
health promotion
risk assessment
human health
artificial intelligence
electronic health record
big data
global health