AI in Predictive Healthcare II: A Ten-Domain Structured Evidence Review of Wearable Artificial Intelligence, 2024–2026
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/
Authors
- Ruchir Ganatra (ORCID: https://orcid.org/0009-0001-4683-2537)
Institutions
- Independent Social Research Foundation (GB)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-09-09
- DOI
- https://doi.org/10.5281/zenodo.22678373
- Primary Topic
- Machine Learning in Healthcare
- Type
- preprint