Machine Learning Models in Prediabetes Screening: A Systematic Review

Machine Learning Models in Prediabetes Screening: A Systematic Review

Introduction: The increasing prevalence of type 2 Diabetes Mellitus (DM) can be done from identifying those with prediabetes and offer early interventions by utilising prescreening diagnostic tools. Machine learning algorithms and big data mining approaches have been postulated for predictive diseas...

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Bibliographic Details
Main Authors: Azmawati Mohammed Nawi, Puteri Sofia Nadira Megat Kamaruddin, Nor Rumaizah Mohd Nordin, Sharifah Saffinas Syed Soffian, Mazni Baharom
Format: Article
Language:English
Published: JCDR Research and Publications Private Limited 2022-05-01
Series:Journal of Clinical and Diagnostic Research
Subjects:
artificial intelligence
detection
impaired glucose tolerance
internet of things
predevelopment diabetes
prediction model
risk
Online Access:https://www.jcdr.net/articles/PDF/16385/53411_CE[Ra1]_F(KR)_PF1(RD_SHU_SS)_PFA(RD_KM)_PN(KM).pdf

Internet

https://www.jcdr.net/articles/PDF/16385/53411_CE[Ra1]_F(KR)_PF1(RD_SHU_SS)_PFA(RD_KM)_PN(KM).pdf

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