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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.
J Particip Med 2025;17:e68261
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Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health
Reference 59: New creatinine- and cystatin c-based equations to estimate GFR without race
J Med Internet Res 2025;27:e73996
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Capturing Community Perspectives in a Statewide Cancer Needs Assessment: Online Focus Group Study
JMIR Cancer 2025;11:e63717
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Moreover, people who inject drugs endure other harms due to injection drug use, including infections from other blood-borne viruses such as hepatitis C virus (HCV) and hepatitis B virus (HBV), injury, and overdose [3].
Accurate population size estimates (PSEs) of key populations are critical to forecast need and inform HIV and HBV/HCV prevention, care, and treatment program planning, yet they can be difficult to ascertain due to the limited visibility of these groups.
JMIR Public Health Surveill 2025;11:e66551
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