XGBoost Calibration Considering Feature Importance for Noninvasive HbA1c Estimation Using PPG Signals
Author:
Affiliation:
1. Kookmin University,Dept. of Electronics Engineering
2. Korea I.T.S. Co., Ltd.,Gangnam,Seoul,Korea,06373
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10066849/10066958/10067013.pdf?arnumber=10067013
Reference11 articles.
1. Determination of glucose and Hba1c values in blood from human breath by using Radial Basis Function Neural Network via electronic nose
2. Second Derivative and Contour Analysis of PPG for Diabetic Patients
3. Derivation and validation of gray-box models to estimate noninvasive in-vivo percentage glycated hemoglobin using digital volume pulse waveform
4. A Review of Variant Hemoglobins Interfering with Hemoglobin A1c Measurement
5. Noninvasive In Vivo Estimation of Blood-Glucose Concentration by Monte Carlo Simulation
Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Noninvasive In-vivo Estimation of Glycated Hemoglobin Using Digital Volume Pulse Signal Based on Modified Beer-Lambert Law;2024 IEEE International Conference on Consumer Electronics (ICCE);2024-01-06
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