International Journal of Health Policy Planning(IJHPP)
ISSN: 2833-9320 | DOI: 10.33140/IJHPP
Impact Factor: 1.08
Anuhya Choda
Department of Vascular Surgery, Manipal Hospital, Bangalore, India
Publications
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Review Article
A Prospective Observational Study on a Multimodal Non-Invasive Physiological Monitoring System (HAYL): Feasibility, Signal Characterization, and Exploratory Biomarker Correlation
Author(s): Anuhya Choda and Gayathri Choda*
Introduction: Chronic conditions such as Type 2 Diabetes Mellitus (T2DM) and Hypertension (HTN) remain underdiagnosed in community settings, particularly in resource-limited populations. Conventional diagnostic approaches rely on episodic measurements and laboratory-based assessments, limiting scalability for large-scale screening. Non-invasive physiological monitoring systems offer a potential pathway for accessible and rapid wellness assessment in real-world environments. This study aimed to evaluate the feasibility, signal acquisition performance, and exploratory physiological signal characteristics of a non-invasive multimodal monitoring system (Hayl) in community- based screening settings. Methods: A prospective, cross-sectional, multicenter observational pilot study was conducted across rural and urban screening camps in south India. A.. Read More»