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Optimizing Feature Selection and Machine Learning Algorithms for Early Detection of Prediabetes Risk: Comparative Study.

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Title: Optimizing Feature Selection and Machine Learning Algorithms for Early Detection of Prediabetes Risk: Comparative Study.
Authors: Almadhoun MB; Fakulti Kecerdasan Buatan dan Keselamatan Siber, Universiti Teknikal Malaysia, Melaka, Durian Tunggal, 75450, Malaysia, 60 194807552., Burhanuddin MA; Fakulti Kecerdasan Buatan dan Keselamatan Siber, Universiti Teknikal Malaysia, Melaka, Durian Tunggal, 75450, Malaysia, 60 194807552.
Source: JMIR bioinformatics and biotechnology [JMIR Bioinform Biotechnol] 2025 Jul 31; Vol. 6, pp. e70621. Date of Electronic Publication: 2025 Jul 31.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101769661 Publication Model: Electronic Cited Medium: Internet ISSN: 2563-3570 (Electronic) Linking ISSN: 25633570 NLM ISO Abbreviation: JMIR Bioinform Biotechnol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Almadhoun+MB%22">Almadhoun MB</searchLink>; Fakulti Kecerdasan Buatan dan Keselamatan Siber, Universiti Teknikal Malaysia, Melaka, Durian Tunggal, 75450, Malaysia, 60 194807552.<br /><searchLink fieldCode="AU" term="%22Burhanuddin+MA%22">Burhanuddin MA</searchLink>; Fakulti Kecerdasan Buatan dan Keselamatan Siber, Universiti Teknikal Malaysia, Melaka, Durian Tunggal, 75450, Malaysia, 60 194807552.
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        Value: 10.2196/70621
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      – TitleFull: Optimizing Feature Selection and Machine Learning Algorithms for Early Detection of Prediabetes Risk: Comparative Study.
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              Text: 2025 Jul 31
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