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/

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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
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preprint

AI in Predictive Healthcare II: A Ten-Domain Structured Evidence Review of Wearable Artificial Intelligence, 2024–2026

Ruchir Ganatra
Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Healthcare
preprint

AI in Predictive Healthcare II: A Ten-Domain Structured Evidence Review of Wearable Artificial Intelligence, 2024–2026

Ruchir Ganatra
preprint en

Abstract

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/

Zenodo (CERN European Organization for Nuclear Research)
Independent Social Research Foundation (GB)
Machine Learning in Healthcare
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