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A machine learning-based online prediction model for recurrence risk in patients with Klebsiella pneumoniae liver abscess: a multicenter retrospective study.

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Title: A machine learning-based online prediction model for recurrence risk in patients with Klebsiella pneumoniae liver abscess: a multicenter retrospective study.
Authors: Zhang L; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Wang Y; Department of Hepatobiliary Surgery, Kailuan General Hospital, Tangshan, Hebei, China., Dong Y; Department of Interventional Therapy, First Hospital of Qinhuangdao, Qinhuangdao, China., Qu Y; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Fu Y; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Chen J; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Chen K; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Cui J; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Bai Z; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Li J; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China., Yu A; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.
Source: Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 May 20; Vol. 16, pp. 1830022. Date of Electronic Publication: 2026 May 20 (Print Publication: 2026).
Publication Type: Journal Article; Multicenter Study; Validation Study
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101585359 Publication Model: eCollection Cited Medium: Internet ISSN: 2235-2988 (Electronic) Linking ISSN: 22352988 NLM ISO Abbreviation: Front Cell Infect Microbiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A machine learning-based online prediction model for recurrence risk in patients with Klebsiella pneumoniae liver abscess: a multicenter retrospective study.
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  Data: <searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Hepatobiliary Surgery, Kailuan General Hospital, Tangshan, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Dong+Y%22">Dong Y</searchLink>; Department of Interventional Therapy, First Hospital of Qinhuangdao, Qinhuangdao, China.<br /><searchLink fieldCode="AU" term="%22Qu+Y%22">Qu Y</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Fu+Y%22">Fu Y</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Chen+J%22">Chen J</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Chen+K%22">Chen K</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Cui+J%22">Cui J</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Bai+Z%22">Bai Z</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Yu+A%22">Yu A</searchLink>; The First Department of General Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.
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  Data: <searchLink fieldCode="JN" term="%22101585359%22">Frontiers in cellular and infection microbiology</searchLink> [Front Cell Infect Microbiol] 2026 May 20; Vol. 16, pp. 1830022. <i>Date of Electronic Publication: </i>2026 May 20 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+SA%22">Frontiers Media SA </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101585359 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2235-2988 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222352988%22">22352988 </searchLink><i>NLM ISO Abbreviation: </i>Front Cell Infect Microbiol <i>Subsets: </i>MEDLINE
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              Text: 2026 May 20
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