ODE models for the management of diabetes: A review

被引:0
|
作者
Saloni Rathee
机构
[1] Delhi Technological University,Department of Applied Mathematics
关键词
Diabetes; Glucose-insulin; ODE models; Softwares; Parameter estimation techniques;
D O I
暂无
中图分类号
学科分类号
摘要
Diabetes also known as diabetes mellitus is a chronic and complex metabolic disease due to the persistent raised blood glucose concentration for long duration. The mechanism behind the disturbed glucose-insulin dynamics is still not fully understood. The mathematical models which describe the glucose homeostasis, different aspects of diabetes and its consequences are growing rapidly, provide new insights into the biological mechanism involved and help in the management of diabetes. Here, contribution of diabetic’s modelling using ordinary differential equations over the past five decades is discussed. Some parameter estimation techniques, softwares involved and some computational results are also presented.
引用
收藏
页码:4 / 15
页数:11
相关论文
共 50 条
  • [21] Management of diabetes and arthritis - A systematic review
    Gillani, Syed Wasif
    Abdul, Mohi Iqbal Mohammed
    Zaghloul, Hisham A.
    Ansari, Irfan Altaf
    Ata-ur-Rahman, Syed
    Farooqui, Sadaf
    TROPICAL JOURNAL OF PHARMACEUTICAL RESEARCH, 2018, 17 (05) : 967 - 973
  • [22] Dietary management of gestational diabetes: A review
    Long, Bin-Yang
    Liang, Xin
    MEDICINE, 2024, 103 (28) : e38715
  • [23] Management of Preexisting Diabetes in Pregnancy A Review
    Alexopoulos, Anastasia-Stefania
    Blair, Rachel
    Peters, Anne L.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 321 (18): : 1811 - 1819
  • [24] Reinforcement Learning Models and Algorithms for Diabetes Management
    Yau, Kok-Lim Alvin
    Chong, Yung-Wey
    Fan, Xiumei
    Wu, Celimuge
    Saleem, Yasir
    Lim, Phei-Ching
    IEEE ACCESS, 2023, 11 : 28391 - 28415
  • [25] Common Models Used for Inpatient Diabetes Management
    Drincic, Andjela T.
    Akkireddy, Padmaja
    Knezevich, Jon T.
    CURRENT DIABETES REPORTS, 2018, 18 (03)
  • [26] Common Models Used for Inpatient Diabetes Management
    Andjela T. Drincic
    Padmaja Akkireddy
    Jon T. Knezevich
    Current Diabetes Reports, 2018, 18
  • [27] Prediction models of diabetes complications: a scoping review
    Ndjaboue, Ruth
    Ngueta, Gerard
    Rochefort-Brihay, Charlotte
    Delorme, Sasha
    Guay, Daniel
    Ivers, Noah
    Shah, Baiju R.
    Straus, Sharon E.
    Yu, Catherine
    Comeau, Sandrine
    Farhat, Imen
    Racine, Charles
    Drescher, Olivia
    Witteman, Holly O.
    JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2022, 76 (10) : 896 - 904
  • [28] Prediction Models for Diabetes in Children and Adolescents: A Review
    Cveticanin, Livija
    Arsenovic, Marko
    APPLIED SCIENCES-BASEL, 2025, 15 (06):
  • [29] Recent applications of machine learning and deep learning models in the prediction, diagnosis, and management of diabetes: a comprehensive review
    Afsaneh, Elaheh
    Sharifdini, Amin
    Ghazzaghi, Hadi
    Ghobadi, Mohadeseh Zarei
    DIABETOLOGY & METABOLIC SYNDROME, 2022, 14 (01):
  • [30] Machine learning models for diabetes management in acute care using electronic medical records: A systematic review
    Rahimi, Amir Kamel
    Canfell, Oliver J.
    Chan, Wilkin
    Sly, Benjamin
    Pole, Jason D.
    Sullivan, Clair
    Shrapnel, Sally
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2022, 162