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Consumer Data is Key to Artificial Intelligence Value: Welcome to the Health Care Future

Consumer Data is Key to Artificial Intelligence Value: Welcome to the Health Care Future

FHIR builds upon its predecessor, the HL7 Consolidated Clinical Document Architecture (C-CDA) [25], a document-based standard used to capture a “point-in-time” snapshot of a consumer health record. Unlike C-CDA, FHIR uses modern web technology, such as RESTful APIs, JSON, and XML to enable consistent data exchange. Importantly, FHIR APIs allow for “real-time” data exchange through their discrete resource design.

James C

J Particip Med 2025;17:e68261

Advancing the Integration of Digital Health Technologies in the Drug Development Ecosystem

Advancing the Integration of Digital Health Technologies in the Drug Development Ecosystem

The T1 D consortium has received a qualification opinion from the European Medicines Agency on the use of islet autoantibodies as enrichment biomarkers [54], participation in the workshop for outlining the path for using tumor necrosis factor-alpha (TNF-α) inhibitors in pivotal clinical trials in T1 D [55], and supported evidence generation for the use of C-peptide as a surrogate end point in clinical trials [56].

Sakshi Sardar, Cheryl D Coon, Scottie Kern, Huong Huynh, Diane Stephenson, Joshua Rubin Abrams, Grace V Lee, Cecile Ollivier, Joseph A Hedrick, Martijn LTM Müller, Luc J W Evers, Lada Leyens, Collin Hovinga, Shu Chin Ma, Klaus Romero

J Med Internet Res 2025;27:e67052