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Forest-EMCBE: an evolutionary ensemble learning algorithm for multiclass diagnosis of bacterial pneumonia using the CBC dataset.

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Title: Forest-EMCBE: an evolutionary ensemble learning algorithm for multiclass diagnosis of bacterial pneumonia using the CBC dataset.
Authors: Shen Y; School of Computer, Electronics and Information, Guangxi University, Nanning, China., Xu X; Qixia People's Hospital of Shandong Province, Yantai, China., Hao X; School of Computer, Electronics and Information, Guangxi University, Nanning, China., Sun C; School of Computer, Electronics and Information, Guangxi University, Nanning, China.; Guangxi Colleges and Universities Key Laboratory of Multimedia Communications and Information Processing, Nanning, China., Lan W; School of Computer, Electronics and Information, Guangxi University, Nanning, China.; Guangxi Colleges and Universities Key Laboratory of Multimedia Communications and Information Processing, Nanning, China.
Source: Frontiers in bioinformatics [Front Bioinform] 2026 Mar 18; Vol. 6, pp. 1792643. Date of Electronic Publication: 2026 Mar 18 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 9918227263306676 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-7647 (Electronic) Linking ISSN: 26737647 NLM ISO Abbreviation: Front Bioinform Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shen+Y%22">Shen Y</searchLink>; School of Computer, Electronics and Information, Guangxi University, Nanning, China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Qixia People's Hospital of Shandong Province, Yantai, China.<br /><searchLink fieldCode="AU" term="%22Hao+X%22">Hao X</searchLink>; School of Computer, Electronics and Information, Guangxi University, Nanning, China.<br /><searchLink fieldCode="AU" term="%22Sun+C%22">Sun C</searchLink>; School of Computer, Electronics and Information, Guangxi University, Nanning, China.; Guangxi Colleges and Universities Key Laboratory of Multimedia Communications and Information Processing, Nanning, China.<br /><searchLink fieldCode="AU" term="%22Lan+W%22">Lan W</searchLink>; School of Computer, Electronics and Information, Guangxi University, Nanning, China.; Guangxi Colleges and Universities Key Laboratory of Multimedia Communications and Information Processing, Nanning, China.
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  Data: <searchLink fieldCode="JN" term="%229918227263306676%22">Frontiers in bioinformatics</searchLink> [Front Bioinform] 2026 Mar 18; Vol. 6, pp. 1792643. <i>Date of Electronic Publication: </i>2026 Mar 18 (<i>Print Publication: </i>2026).
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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>9918227263306676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2673-7647 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226737647%22">26737647 </searchLink><i>NLM ISO Abbreviation: </i>Front Bioinform <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fbinf.2026.1792643
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      – Code: eng
        Text: English
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            NameFull: Xu X
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              Text: 2026 Mar 18
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