National Kidney Function Surveillance

Overview

Algorithmic blueprint to transition the NHLS Corporate Data Warehouse into an automated kidney function surveillance system.

Problem

National lab warehouses hold critical renal markers that are under-used for continuous surveillance.

Solution

Designing an algorithmic surveillance blueprint for automated extraction, anomaly awareness, and reporting layers.

Architecture

• CDW extraction concepts
• Rule-based + statistical anomaly detection
• Dashboard-ready aggregates