Urine volatile organic compounds profiling via GC-IMS combined with machine learning: a powerful diagnostic and pathogen differentiation tool for urinary tract infections.
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| Title: | Urine volatile organic compounds profiling via GC-IMS combined with machine learning: a powerful diagnostic and pathogen differentiation tool for urinary tract infections. |
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| Authors: | Zheng X; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Sun X; Department of Clinical Laboratory, Jiyang People's Hospital of Jinan, Jinan, Shandong, China., Du W; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Sun S; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Chen D; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Cheng W; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Zhuang X; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China., Zhang Y; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China. |
| Source: | Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 Feb 11; Vol. 16, pp. 1745468. Date of Electronic Publication: 2026 Feb 11 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| 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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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41756786 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Urine volatile organic compounds profiling via GC-IMS combined with machine learning: a powerful diagnostic and pathogen differentiation tool for urinary tract infections. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zheng+X%22">Zheng X</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Sun+X%22">Sun X</searchLink>; Department of Clinical Laboratory, Jiyang People's Hospital of Jinan, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Du+W%22">Du W</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Sun+S%22">Sun S</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Chen+D%22">Chen D</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Cheng+W%22">Cheng W</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Zhuang+X%22">Zhuang X</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Clinical Laboratory, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101585359%22">Frontiers in cellular and infection microbiology</searchLink> [Front Cell Infect Microbiol] 2026 Feb 11; Vol. 16, pp. 1745468. <i>Date of Electronic Publication: </i>2026 Feb 11 (<i>Print Publication: </i>2026). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src 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 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41756786 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fcimb.2026.1745468 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1745468 Titles: – TitleFull: Urine volatile organic compounds profiling via GC-IMS combined with machine learning: a powerful diagnostic and pathogen differentiation tool for urinary tract infections. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zheng X – PersonEntity: Name: NameFull: Sun X – PersonEntity: Name: NameFull: Du W – PersonEntity: Name: NameFull: Sun S – PersonEntity: Name: NameFull: Chen D – PersonEntity: Name: NameFull: Cheng W – PersonEntity: Name: NameFull: Zhuang X – PersonEntity: Name: NameFull: Zhang Y IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 02 Text: 2026 Feb 11 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2235-2988 Numbering: – Type: volume Value: 16 Titles: – TitleFull: Frontiers in cellular and infection microbiology Type: main |
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