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Computational Mathematics and Modelling for Diabetes

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Computational Mathematics and Modelling for Diabetes Synopsis

This book is a theoretical and pragmatic tool that applies mathematical modelling in understanding and managing diabetes and related complications such as diabetes predisposition, diabetes onset, regular glycaemic monitoring, glycated haemoglobin HbA1c, diabetes homeostasis, gestational diabetes and other associated diseases and conditions. Chapters in the book provide mathematical models dealing with the dynamics of insulin/glucose, the evolution from pre-diabetes to diabetes without and with complications, gestational diabetes and the association between diabetes and benign prostatic hyperplasia. It also applies new methods such as data mining, machine learning and deep learning. By offering pragmatic examples and comprehensive reviews on mathematical models used for diabetes, this book is useful for advanced researchers, academic teachers, students, scientists and high pharmaceutical industry executives willing to start modelling.

About This Edition

ISBN: 9789819619245
Publication date:
Author: Abdesslam Boutayeb, Mohamed E N Lamlili
Publisher: Springer an imprint of Springer Nature Singapore
Format: Hardback
Pagination: 339 pages
Series: Industrial and Applied Mathematics
Genres: Mathematical modelling
Maths for engineers
Applied mathematics