Key result
Proposed web-based monitoring system integrates patient data to classify cardiovascular risk and trigger alerts.
Why the study?
Heart attacks frequently cause sudden deaths due to delayed recognition of early symptoms and poor medication adherence, and existing monitoring tools lack integrated risk assessment, caretaker alerts, and medicine notifications.
This paper describes a novel web-based platform for integrated heart health monitoring, risk assessment, and medication adherence support.
May enhance early detection and adherence via integrated alerts; leaves open whether it reduces events until tested in trials.
Heart attacks remain a leading cause of sudden deaths worldwide, often due to delayed recognition of early symptoms and poor medication adherence. Existing monitoring solutions such as wearables and mobile apps provide partial support but lack integrated risk assessment, caretaker alerts, and medicine notifications. This paper presents a Heart Health Monitoring and Risk Alert System with Medicine Notifications, a web-based platform that collects patient-reported data including heart rate, blood pressure, sugar levels, and symptoms. Using a scoring algorithm, the system classifies patients into low, medium, or high-risk categories. Preventive guidance and medicine reminders are provided for medium-risk patients, while high-risk cases trigger emergency alerts and caretaker notifications. A doctor dashboard further supports patient history review and proactive healthcare management.
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Badavath et al. (2026) studied Heart attacks / Cardiovascular risk. Heart Health Monitoring and Risk Alert System was evaluated. A proposed web-based Heart Health Monitoring and Risk Alert System integrates patient-reported data to classify cardiovascular risk and trigger appropriate medicine reminders or emergency alerts.
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