Integrated Methods for Interoperable, Predictive,
and Secure Digital Health Data Systems

A three-line research program spanning FHIR-native clinical data interoperability, explainable remote-patient-monitoring and clinical decision support, and secure health information exchange governance frameworks.

Public Research — Draft & Experimental Apache-2.0

Research Programs

Line 1 — Core PUBLIC RELEASE v0.1.0

FHIR-Native Clinical Data Interoperability Framework

Executable FHIR R4 profiles, StructureMaps, ConceptMaps, quality metrics, provenance records, and validation artifacts for heterogeneous clinical data exchange across HL7 v2, C-CDA, and FHIR.

Line 2 — Clinical Intelligence Methodology

Explainable RPM-CDS Framework

FHIR R4 RPM data normalization, 80-feature clinical dictionary, SHAP-based risk stratification, and a framework for translating explainability outputs into FHIR DiagnosticReport resources.

Line 3 — Governance & Security Framework

Secure Health Information Exchange Governance

HIE security architecture integrating consent management, audit provenance, and interoperable governance policies across organizational boundaries.