Model for Glycemic Level Detection using Heart Rate Variability in a Mexican Sample

Luis Guzman, Andres Marcelo GarzaFox Cazares,Antonio Martinez-Torteya

2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)（2021）

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摘要

Background: Type I and II diabetic patients must measure their glucose levels up to 10 times a day. The most common way is through an invasive blood test that causes pain, fear, discomfort and an important economic impact. Recent studies have shown a correlation between heart rate variability (HRV) and glucose levels, hypoglycemia, and hyperglycemia. This research aimed at designing a machine lear...

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关键词

Pulse oximeter,Pulse measurements,Biological system modeling,Feature extraction,Glucose,Heart rate variability,Blood

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