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Machine learning models for non-invasive glucose measurement: towards diabetes management in smart healthcare

Harshita Agrawal, Prateek Jain, Amit M. Joshi

2022Health and Technology60 citationsDOIOpen Access PDF

Topics & Concepts

Random forestMean squared errorDecision treeMachine learningSupport vector machineArtificial intelligenceComputer scienceLogistic regressionNaive Bayes classifierMean absolute percentage errorStatisticsMathematicsSpectroscopy Techniques in Biomedical and Chemical ResearchDiabetes Management and ResearchHyperglycemia and glycemic control in critically ill and hospitalized patients
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