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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM46647
Volume:
9 |
4 |
Apr 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
This paper explores the development of a Medical Internet of Things (MIoT) platform for tracking real-time critical health metrics and emergency medical assistance in isolated or resource-scarce environments. The platform includes biomedical sensors such as the MAX30105 pulse oximeter and a digital temperature sensor for continuously tracking patient physiological parameters. Such sensors are connected with an ESP8266-based network of microcontrollers running in the self-healing mesh topology that provides stable ad hoc communication independently of traditional internet infrastructure. Such sensor data are sent to the backend server made with PHP which processes data from a K-Nearest Neighbour (KNN) classifier algorithm to diagnose and forecast potential health abnormalities. When critical conditions are detected, the system automatically sends out alarms and provides real-time diagnostic information on an LCD module attached to the patient node. Highlighting low power consumption, ease of deployment, and cost-effectiveness, this solution is especially applicable to rural healthcare, remote diagnosis, and emergency response scenarios. The paper outlines the architecture of the system, hardware software integration, implementation of machine learning, and performance evaluation, establishing its efficacy in promoting medical responsiveness by intelligent, real-time monitoring of health.
KEYWORDS
Publication Date
5/2/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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