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Integrating convolutional neural networks with ensemble methods for enhanced diabetes diagnosis: a multi-dataset evaluation.

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Title: Integrating convolutional neural networks with ensemble methods for enhanced diabetes diagnosis: a multi-dataset evaluation.
Authors: Zhuang K; Department of Materials, University of Manchester, Manchester, United Kingdom.; Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, China., Zhang C; The Business School at CU Denver, Public University in Denver, Denver, CO, United States., Chen Z; Suzhou Medical College, Cancer Institute, Soochow University, Suzhou, China., She T; Department of Medical Imaging Function, Xi'an Electric Power Central Hospital, Xi'an, China., Wang M; Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, China.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Sep 30; Vol. 12, pp. 1657889. Date of Electronic Publication: 2025 Sep 30 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zhuang+K%22">Zhuang K</searchLink>; Department of Materials, University of Manchester, Manchester, United Kingdom.; Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, China.<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; The Business School at CU Denver, Public University in Denver, Denver, CO, United States.<br /><searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; Suzhou Medical College, Cancer Institute, Soochow University, Suzhou, China.<br /><searchLink fieldCode="AU" term="%22She+T%22">She T</searchLink>; Department of Medical Imaging Function, Xi'an Electric Power Central Hospital, Xi'an, China.<br /><searchLink fieldCode="AU" term="%22Wang+M%22">Wang M</searchLink>; Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, China.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101648047 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-858X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296858X%22">2296858X </searchLink><i>NLM ISO Abbreviation: </i>Front Med (Lausanne) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fmed.2025.1657889
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