Healthfirst partnered with ClosedLoop to implement scalable AI/ML solutions automating data cleaning, normalization, feature engineering, and model training. They deployed predictive models integrated into clinical workflows to assess health outcomes and social determinants of health.
- Deployed 17 predictive models
- Developed 12 ad hoc predictors for social determinants
- Created 978 customized ML features
Manual data handling limited predictive analytics and clinical decision support
Built and integrated AI/ML pipelines with clinical workflows enabling continuous monitoring and actionable insights
- Enhanced predictive accuracy
- Improved clinical decision-making
- Scalable AI model deployment
