Developing the Total Health Profile, a Generalizable Unified Set of Multimorbidity Risk Scores Derived From Machine Learning for Broad Patient Populations: Retrospective Cohort Study.

Abhishaike Mahajan Andrew Deonarine Axel Bernal Genevieve Lyons Beau Norgeot

Published in: Journal of medical Internet research (2021)

Massive retrospective EHR data sets have made it possible to use machine learning to build practical multimorbidity risk scores that are highly predictive, personalizable, intuitive to explain, and generalizable across diverse patient populations.

Keyphrases

machine learning
big data
electronic health record
healthcare
public health
artificial intelligence
mental health
cross sectional
deep learning
health information
climate change
data analysis