Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease.
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| Title: | Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease. |
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| Authors: | Gardiner LJ; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom., Carrieri AP; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom., Bingham K; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom., Macluskie G; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom., Bunton D; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom., McNeil M; Precision Medicine Scotland Innovation Centre, Teaching and Learning Building, Queen Elizabeth University Hospital, Glasgow, Scotland, United Kingdom., Pyzer-Knapp EO; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom. |
| Source: | PloS one [PLoS One] 2022 Feb 23; Vol. 17 (2), pp. e0263248. Date of Electronic Publication: 2022 Feb 23 (Print Publication: 2022). |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One 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: 35196350 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Gardiner+LJ%22">Gardiner LJ</searchLink>; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Carrieri+AP%22">Carrieri AP</searchLink>; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Bingham+K%22">Bingham K</searchLink>; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Macluskie+G%22">Macluskie G</searchLink>; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Bunton+D%22">Bunton D</searchLink>; REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom.<br /><searchLink fieldCode="AU" term="%22McNeil+M%22">McNeil M</searchLink>; Precision Medicine Scotland Innovation Centre, Teaching and Learning Building, Queen Elizabeth University Hospital, Glasgow, Scotland, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pyzer-Knapp+EO%22">Pyzer-Knapp EO</searchLink>; IBM Research Europe-Daresbury, The Hartree Centre, Warrington, United Kingdom. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2022 Feb 23; Vol. 17 (2), pp. e0263248. <i>Date of Electronic Publication: </i>2022 Feb 23 (<i>Print Publication: </i>2022). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=35196350 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0263248 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0263248 Titles: – TitleFull: Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Gardiner LJ – PersonEntity: Name: NameFull: Carrieri AP – PersonEntity: Name: NameFull: Bingham K – PersonEntity: Name: NameFull: Macluskie G – PersonEntity: Name: NameFull: Bunton D – PersonEntity: Name: NameFull: McNeil M – PersonEntity: Name: NameFull: Pyzer-Knapp EO IsPartOfRelationships: – BibEntity: Dates: – D: 23 M: 02 Text: 2022 Feb 23 Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 17 – Type: issue Value: 2 Titles: – TitleFull: PloS one Type: main |
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