Determination of Glycaemic Index (GI) through Detecting Insulin Secretion in Pancreas Using GMR Sensor
Joint Authors
Sankari, P.
Prabavathi, N.
Shanker, N. R.
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-09-18
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Diabetes is a metabolic disease that affects the ability of the body to process blood glucose, otherwise known as blood sugar.
Diabetes occurs when the body produces minimal or no insulin.
The diabetes patients check their glycaemic index after each meal and intake medicine to control glycaemic index.
Traditionally, glycaemic index estimates the glucometer by acquiring blood sample.
In this paper, we propose a noninvasive method to estimate glycaemic index from the pancreas.
The magnetic signal from the pancreas acquires with Giant Magneto Resistance (GMR) sensor for glycaemic index estimation.
The GMR acquired pancreatic magnetic signal process with Multi Synchro Squeezing Transform (MSST) for feature extraction.
The MSST analysis shows significant changes in instantaneous frequency of the pancreas biomagnetic signal before and after meal consumption.
The signal statistical parameters help to predict glycaemic index via regression modelling.
The proposed method estimates glycaemic index with 88% accuracy.
American Psychological Association (APA)
Sankari, P.& Prabavathi, N.& Shanker, N. R.. 2020. Determination of Glycaemic Index (GI) through Detecting Insulin Secretion in Pancreas Using GMR Sensor. Journal of Sensors،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1190633
Modern Language Association (MLA)
Sankari, P.…[et al.]. Determination of Glycaemic Index (GI) through Detecting Insulin Secretion in Pancreas Using GMR Sensor. Journal of Sensors No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1190633
American Medical Association (AMA)
Sankari, P.& Prabavathi, N.& Shanker, N. R.. Determination of Glycaemic Index (GI) through Detecting Insulin Secretion in Pancreas Using GMR Sensor. Journal of Sensors. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1190633
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1190633