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Real-Time Patient Deterioration Prediction System

84% of cardiac arrests show warning signs hours before. We detect them in real-time with Confluent Kafka + Gemini, delivering confidence-aware AI assessments that explain why patients are at risk.

Core trick

Streams vitals through Kafka into Gemini, which returns risk scores with confidence levels and explanations.

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