National Health Provider — Healthcare
MedFlow: Predictive Patient Analytics
A real-time analytics dashboard and predictive engine that identifies high-risk patient readmissions with 94% accuracy, integrated directly into clinic workflows.
The Challenge
The healthcare provider struggled with high readmission rates and resource bottlenecks. Clinicians needed a way to identify high-risk patients 48 hours before discharge to implement preventive care plans.
Our Approach
We delivered 'MedFlow', a full-stack AI application featuring a deep learning engine that processes real-time vitals, historical records, and social determinants of health. The React dashboard provides a 'Patient Pulse' score, highlighting those at risk and suggesting intervention strategies based on similar successful outcomes.
Results
- 28% reduction in patient readmission rates
- 94% predictive accuracy for risk identification
- Sub-second latency on patient data processing
- Onboarded across 12 major facilities
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