Heart Rate Variability of 30-minute ECG Measurements and Correlation to Glucose Levels
- Resource Type
- Conference
- Authors
- Stojmenski, Aleksandar; Gusev, Marjan; Poposka, Lidija; Vavlukis, Marija
- Source
- 2020 28th Telecommunications Forum (TELFOR) Telecommunications Forum (TELFOR), 2020 28th. :1-4 Nov, 2020
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Photonics and Electrooptics
Signal Processing and Analysis
Heart rate variability
Glucose
Electrocardiography
Regulation
Standards
Correlation
Blood
Glucose measurements
heart rate
heart rate variability
diabetes
ECG sampling
- Language
This paper shows the correlation between Heart Rate Variability parameters and glucose levels, which might potentially lead to a novel non-invasive glucose monitoring methodology. The study is conducted using a dataset with 143 patients from the Gluco project. The dataset consists of plain ECG data. Heart rate variability (HRV) parameters are then extracted from the electrocardiogram (ECG) data. Outlier handling, statistical measures and HRV distribution charts are covered in this paper. Our previous results show that a 24h ECG measurement will produce a more relevant result for the HRV parameters. In this paper, we investigate the hypothesis is: “if 30-minutes ECG measurements are relevant as an estimation of a body regulation ability instead of 24h measurements”.