Predictive Analytics for Healthcare Network

The Challenge

Reactive care leading to poor outcomes

• High 30-day readmission rates affecting quality scores
• No early warning system for at-risk patients
• Fragmented data across multiple EHR systems
• Limited resources for preventive interventions

Our Solution

Predictive models identifying at-risk patients 72 hours in advance

• Unified data pipeline integrating 3 EHR systems
• LSTM neural network trained on 2M+ patient encounters
• Real-time risk scoring integrated into clinical workflows
• GDPR + HIPAA-compliant infrastructure with end-to-end encryption

Technologies Used