Deep Learning-Enhanced Raman Microspectroscopy Enables Rapid Microbial Classification and Captures Phylogenetic Relationships.
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| Title: | Deep Learning-Enhanced Raman Microspectroscopy Enables Rapid Microbial Classification and Captures Phylogenetic Relationships. |
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| Authors: | Liu B; Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China.; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China.; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China., Gu Z; College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China., Xu X; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China., Lu W; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China., Liu T; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China., Gao X; Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China., Chen X; College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China., Fu YV; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China. |
| Source: | Microorganisms [Microorganisms] 2026 Jun 11; Vol. 14 (6). Date of Electronic Publication: 2026 Jun 11. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101625893 Publication Model: Electronic Cited Medium: Print ISSN: 2076-2607 (Print) Linking ISSN: 20762607 NLM ISO Abbreviation: Microorganisms Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42354936 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Deep Learning-Enhanced Raman Microspectroscopy Enables Rapid Microbial Classification and Captures Phylogenetic Relationships. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Liu+B%22">Liu B</searchLink>; Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China.; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China.; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.<br /><searchLink fieldCode="AU" term="%22Gu+Z%22">Gu Z</searchLink>; College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.<br /><searchLink fieldCode="AU" term="%22Lu+W%22">Lu W</searchLink>; State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.<br /><searchLink fieldCode="AU" term="%22Liu+T%22">Liu T</searchLink>; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China.<br /><searchLink fieldCode="AU" term="%22Gao+X%22">Gao X</searchLink>; Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China.<br /><searchLink fieldCode="AU" term="%22Fu+YV%22">Fu YV</searchLink>; College of Life Sciences, South-Central Minzu University, Wuhan 430074, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101625893%22">Microorganisms</searchLink> [Microorganisms] 2026 Jun 11; Vol. 14 (6). <i>Date of Electronic Publication: </i>2026 Jun 11. – 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="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101625893 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2076-2607 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220762607%22">20762607 </searchLink><i>NLM ISO Abbreviation: </i>Microorganisms <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42354936 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/microorganisms14061311 Languages: – Code: eng Text: English Titles: – TitleFull: Deep Learning-Enhanced Raman Microspectroscopy Enables Rapid Microbial Classification and Captures Phylogenetic Relationships. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Liu B – PersonEntity: Name: NameFull: Gu Z – PersonEntity: Name: NameFull: Xu X – PersonEntity: Name: NameFull: Lu W – PersonEntity: Name: NameFull: Liu T – PersonEntity: Name: NameFull: Gao X – PersonEntity: Name: NameFull: Chen X – PersonEntity: Name: NameFull: Fu YV IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 06 Text: 2026 Jun 11 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 2076-2607 Numbering: – Type: volume Value: 14 – Type: issue Value: 6 Titles: – TitleFull: Microorganisms Type: main |
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