MALDI-TOF MS in conjunction with machine learning: toward a new era for antimicrobial susceptibility testing.
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| Title: | MALDI-TOF MS in conjunction with machine learning: toward a new era for antimicrobial susceptibility testing. |
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| Authors: | Wang M; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China., Xia W; College of Medical Technology, Beihua University, Jilin, Jilin, China., Du J; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China., Ma H; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China., Sun B; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China., Jiang H; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China., Xu J; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China. |
| Source: | Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 Jan 23; Vol. 15, pp. 1731083. Date of Electronic Publication: 2026 Jan 23 (Print Publication: 2025). |
| Publication Type: | Journal Article; Review |
| 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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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41659813 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: MALDI-TOF MS in conjunction with machine learning: toward a new era for antimicrobial susceptibility testing. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Wang+M%22">Wang M</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Xia+W%22">Xia W</searchLink>; College of Medical Technology, Beihua University, Jilin, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Du+J%22">Du J</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Ma+H%22">Ma H</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Sun+B%22">Sun B</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Jiang+H%22">Jiang H</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, China.<br /><searchLink fieldCode="AU" term="%22Xu+J%22">Xu J</searchLink>; Department of Laboratory Medicine, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, Jilin, 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 Jan 23; Vol. 15, pp. 1731083. <i>Date of Electronic Publication: </i>2026 Jan 23 (<i>Print Publication: </i>2025). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Review – 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=41659813 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fcimb.2025.1731083 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1731083 Titles: – TitleFull: MALDI-TOF MS in conjunction with machine learning: toward a new era for antimicrobial susceptibility testing. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang M – PersonEntity: Name: NameFull: Xia W – PersonEntity: Name: NameFull: Du J – PersonEntity: Name: NameFull: Ma H – PersonEntity: Name: NameFull: Sun B – PersonEntity: Name: NameFull: Jiang H – PersonEntity: Name: NameFull: Xu J IsPartOfRelationships: – BibEntity: Dates: – D: 23 M: 01 Text: 2026 Jan 23 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2235-2988 Numbering: – Type: volume Value: 15 Titles: – TitleFull: Frontiers in cellular and infection microbiology Type: main |
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