Building a Healthcare Data Lake That Actually Works
A practical guide to building a healthcare data lake for EHR, claims, labs, devices, and FHIR data without turning it into a dump.
Latest in Clinical Data & Analytics
10 minBuilding SDOH Data Integration That Analytics Can Trust
Build SDOH data integration for clinical analytics with clean models, source mapping, governance, and value-based care use cases that hold up.
9 minDesigning a real-time clinical data warehouse
How I design real-time clinical data warehouses for health systems: source systems, latency, governance, and the failure modes that break trust.
9 minHow I build readmission risk models that clinicians trust
A practical guide to building readmission risk models that survive cleanup, leakage, calibration, and clinical review in real hospital workflows.
6 minBuilding Real-Time Clinical Analytics with HealthLake
Build a real-time clinical analytics pipeline with AWS HealthLake and Apache Kafka for FHIR ingestion, indexing, and dashboard delivery.