Heart Rate and CGM Feature Representation Diabetes Detection From Heart Rate: Learning Joint Features of Heart Rate and Continuous Glucose Monitors Yields Better Representations

Continuous Glucose Monitors (CGMs) provide tremendous value for diabetes detection and management. However, their high cost and regulatory complications have prevented the widespread use of CGMs. On the other hand, Heart Rate (HR) monitors are in wide use and growing in popularity. In this work, we...

Full description

Bibliographic Details
Main Authors: Hootan Rashtian, Solmaz Shariat Torbaghan, Salar Rahili, Michael Snyder, Nima Aghaeepour
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9445090/