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Structured evidence review demonstrates expanding wearable artificial intelligence validation across ten clinical domains, highlighting accelerating translation into predictive health monitoring.
This expanded edition re-evaluates and extends a prior structured evidence review of artificial intelligence (AI) in wearable predictive healthcare. Where the original review verified evidence across four domains — atrial fibrillation, continuous glucose monitoring, federated learning and human digital twins — this edition adds six further domains: Parkinson's disease, cognitive impairment and dementia, epilepsy, obstructive sleep apnea, depression and stress, chronic obstructive pulmonary disease, and geriatric frailty. All sixty cited sources are independently verifiable by DOI, PMID/PMCID, ClinicalTrials.gov registration, or an authoritative regulatory source. A companion interactive dashboard is available at https://ai-predictive-healthcare-dashboard.vercel.app/
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Ruchir Ganatra (2026) studied this question.