Quick Overview
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.
Healthfirst
Company Size
Not publicly disclosed
Revenue Range
Not publicly disclosed
Primary Challenge
Automating clinical data workflows and predicting patient health outcomes
Key Metrics
\- Deployed 17 predictive models\- Developed 12 ad hoc predictors for social determinants\- Created 978 customized ML features
The Problem
Manual data handling limited predictive analytics and clinical decision support
The Solution
Built and integrated AI/ML pipelines with clinical workflows enabling continuous monitoring and actionable insights
Results
\- Enhanced predictive accuracy\- Improved clinical decision-making\- Scalable AI model deployment
Details
Industry
Healthcare & Medical
Departments
Data & Analytics
Operations & Workflow Automation
Use Cases
Client Health Monitoring
Tags
Predictive Modeling
Machine Learning
Scalability
AI Tools Used
No items found.
Sources
https://digitaldefynd.com/IQ/ai-in-healthcare-case-studies/
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