Portable medical device

1 article · search the full text for this term

• Published Subscription Review Article 1 Jun 2026

  Smart Wearable Health Pendant Using IoT and Machine Learning for Heart Rate Monitoring and Detecting Falls

  By Aditya R. Shinde, Vaibhavi C. Mahadik, Ranveer R. Patil, Varad V. Patwari, P. S. Kedge, S. B. Patil

  Abstract: Cardiovascular illnesses and accidental falls frequently occur among individuals and at-risk populations. This is the reason we genuinely require a device that can monitor their well-being continuously. We are referring to a health pendant designed for seniors and groups at risk can wear. This health pendant leverages Internet of Things technology and machine learning to monitor heart rate and identify falls. Our health pendant system incorporates an ESP32 microcontroller, a …

  Published in Journal of Instrumentation Technology & Innovations · Vol. 16, Issue 2, 2026 Read article →