Estimation and SVM classification of glucose-insulin model parameters from OGTT data: a comparison with the ADA criteria Estimation and SM classification of glucose-insulin model parameters

• Published in: International journal of diabetes in developing countries Vol. 41; no. 1; pp. 54 - 62
• Main Authors: Vargas, Paola, Moreles, Miguel Angel, Peña, Joaquin, Monroy, Adriana, Alavez, Silvestre
• Format: Journal Article
• Language: English
• Published: New Delhi Springer India 01.01.2021
• Subjects: Diabetes; Family Medicine; General Practice; Health Administration; Medicine; Medicine & Public Health; Original Article; SVM classification; Oral glucose tolerance test; ODE model; Parameter estimation
• ISSN: 0973-3930; 1998-3832
• DOI: 10.1007/s13410-020-00851-2

Background: The oral glucose tolerance test (OGTT) is used for the diagnosis of diabetic conditions. The American Diabetes Association (ADA) provides criteria for definition, namely, impaired fasting glucose (IFG), impaired glucose tolerance (IGT), type 2 diabetes mellitus (T2DM), and normal glucose...