Rules-Based vs ML-Based Patient Matching for Hospital IT
Hospital IT teams picking a patient matching approach in 2026 face a long-running debate between deterministic and…
August 2026
Standalone MPI vs EHR-Embedded Matching for Multi-Site Networks
Multi-site healthcare networks face an architecture question that smaller deployments do not: should the patient matching live…
5 MPI Tools That Handle Pediatric Identity Resolution Right
Pediatric identity resolution exposes weaknesses in MPI tools that adult-population matching rarely surfaces. Newborns arrive with no…
Top 5 Patient Matching Engines for Cross-Payer Networks
Cross-payer networks operate at a scale and complexity that pushes patient matching engines past where most provider-side…
Best MPI Solutions for Behavioral Health Coordination Workflows
Behavioral health coordination has a patient matching problem the rest of healthcare often does not. The records…