Regression Prediction of Non-Invasive Blood Glucose Concentration Based on ε-SVR

Advances in Applied Mathematics ◽

10.12677/aam.2020.912254 ◽

2020 ◽

Vol 09 (12) ◽

pp. 2181-2187

Author(s):

朱宇王

Keyword(s):

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

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Non-Invasive Monitoring of Blood Glucose Concentration Based on Insulin Secretion Level Using Nir Spectroscopy for Diabetes Detection

Medico-Legal Update ◽

10.37506/mlu.v21i2.2716 ◽

2021 ◽

Keyword(s):

Insulin Secretion ◽

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Nir Spectroscopy ◽

Invasive Monitoring ◽

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Non-Invasive Monitoring of Blood Glucose Concentration Based on Insulin Secretion Level Using NIR Spectroscopy for Diabetes Detection

Medico-Legal Update ◽

10.37506/mlu.v21i1.2491 ◽

2021 ◽

Keyword(s):

Insulin Secretion ◽

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Nir Spectroscopy ◽

Invasive Monitoring ◽

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Absorption spectrum for non-invasive blood glucose concentration detection by microwave signals

Journal of Electromagnetic Waves and Applications ◽

10.1080/09205071.2019.1596168 ◽

2019 ◽

Vol 33 (9) ◽

pp. 1093-1106

Author(s):

Qinwei Li ◽

Xia Xiao ◽

Takamaro Kikkawa

Keyword(s):

Absorption Spectrum ◽

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Non Invasive ◽

Microwave Signals

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A two-level partial least squares system for non-invasive blood glucose concentration prediction

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2010.08.015 ◽

2010 ◽

Vol 104 (2) ◽

pp. 347-351 ◽

Author(s):

Zheng-Ming Chuah ◽

Raveendran Paramesran ◽

Kavintheran Thambiratnam ◽

Sin-Chew Poh

Keyword(s):

Blood Glucose ◽

Least Squares ◽

Partial Least Squares ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Non Invasive ◽

Concentration Prediction

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A comparison analysis between partial least squares and Neural Network in non-invasive blood glucose concentration monitoring system

2009 International Conference on Biomedical and Pharmaceutical Engineering ◽

10.1109/icbpe.2009.5384079 ◽

2009 ◽

Author(s):

Chuah Zheng Ming ◽

Paramesran Raveendran ◽

Poh Sin Chew

Keyword(s):

Neural Network ◽

Blood Glucose ◽

Least Squares ◽

Partial Least Squares ◽

Monitoring System ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Comparison Analysis ◽

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Support Vector Machines as Multivariate Calibration Model for Prediction of Blood Glucose Concentration Using a New Non-invasive Optical Method Named Pulse Glucometry

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2007.4353354 ◽

2007 ◽

Author(s):

Mitsuhiro Ogawa ◽

Yasuhiro Yamakoshi ◽

Makoto Satoh ◽

Masamichi Nogawa ◽

Takehiro Yamakoshi ◽

...

Keyword(s):

Blood Glucose ◽

Support Vector Machines ◽

Glucose Concentration ◽

Optical Method ◽

Multivariate Calibration ◽

Blood Glucose Concentration ◽

Support Vector ◽

Calibration Model ◽

Non Invasive ◽

Vector Machines

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Quantitative Spectroscopic Tomography for Non-invasive Blood Glucose Concentration Measurement

IEICE Proceeding Series ◽

10.15248/proc.1.86 ◽

2014 ◽

Vol 1 ◽

pp. 86-89

Author(s):

Satoru Suzuki ◽

Ryosuke Tsutsumi ◽

Asuka Inui ◽

Daisuke Kojima ◽

Akira Nishiyama ◽

...

Keyword(s):

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Concentration Measurement ◽

Non Invasive ◽

Glucose Concentration Measurement

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A study on non-invasive detection of blood glucose concentration from human palm perspiration by using artificial neural networks

Expert Systems ◽

10.1111/j.1468-0394.2010.00523.x ◽

2010 ◽

Vol 27 (3) ◽

pp. 156-165 ◽

Author(s):

Hamdi Melih Saraoğlu ◽

Mehmet Koçan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Non Invasive ◽

Artificial Neural

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Research on a Non-Invasive Measuring Method of Blood Glucose Concentration Based on Electrical Impedance Spectrum

Proceedings of International Conference on Artificial Life and Robotics ◽

10.5954/icarob.2019.os13-1 ◽

2019 ◽

Vol 24 ◽

pp. 328-334

Author(s):

Tong Yin ◽

Xiaoyan Chen ◽

Meng Du ◽

Hongyi Yin

Keyword(s):

Blood Glucose ◽

Glucose Concentration ◽

Electrical Impedance ◽

Blood Glucose Concentration ◽

Impedance Spectrum ◽

Measuring Method ◽

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A non-invasive microcontroller based estimation of blood glucose concentration by using a modified capacitive sensor at low frequency

AIP Advances ◽

10.1063/1.5116059 ◽

2019 ◽

Vol 9 (10) ◽

pp. 105027

Author(s):

Abhinaba Dutta ◽

Satish Chandra Bera ◽

Kamalesh Das

Keyword(s):

Blood Glucose ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Low Frequency ◽

Capacitive Sensor ◽

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