View in EDS HTML Full Text PDF Full Text

Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.

Saved in:
Bibliographic Details
Title: Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.
Authors: Glastonbury CA; Big Data Institute, University of Oxford, Oxford, United Kingdom.; BenevolentAI, London, United Kingdom., Pulit SL; Big Data Institute, University of Oxford, Oxford, United Kingdom., Honecker J; Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising, Germany., Censin JC; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom., Laber S; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America., Yaghootkar H; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.; Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, United Kingdom., Rahmioglu N; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom., Pastel E; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Kos K; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Pitt A; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom., Hudson M; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom., Nellåker C; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom., Beer NL; Novo Nordisk Research Centre Oxford (NNRCO), Oxford, United Kingdom., Hauner H; Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising, Germany.; Institute of Nutritional Medicine, School of Medicine, Technical University of Munich, Munich.; German Center of Diabetes Research, Helmholtz Center Munich, Neuherberg, Germany., Becker CM; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom., Zondervan KT; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom., Frayling TM; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom., Claussnitzer M; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America.; University of Hohenheim, Stuttgart, Germany.; Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America., Lindgren CM; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America.
Source: PLoS computational biology [PLoS Comput Biol] 2020 Aug 14; Vol. 16 (8), pp. e1008044. Date of Electronic Publication: 2020 Aug 14 (Print Publication: 2020).
Publication Type: Journal Article; Meta-Analysis; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 32797044
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Glastonbury+CA%22">Glastonbury CA</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.; BenevolentAI, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pulit+SL%22">Pulit SL</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Honecker+J%22">Honecker J</searchLink>; Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising, Germany.<br /><searchLink fieldCode="AU" term="%22Censin+JC%22">Censin JC</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Laber+S%22">Laber S</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Yaghootkar+H%22">Yaghootkar H</searchLink>; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.; Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Rahmioglu+N%22">Rahmioglu N</searchLink>; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pastel+E%22">Pastel E</searchLink>; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Kos+K%22">Kos K</searchLink>; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pitt+A%22">Pitt A</searchLink>; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Hudson+M%22">Hudson M</searchLink>; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Nellåker+C%22">Nellåker C</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Beer+NL%22">Beer NL</searchLink>; Novo Nordisk Research Centre Oxford (NNRCO), Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Hauner+H%22">Hauner H</searchLink>; Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising, Germany.; Institute of Nutritional Medicine, School of Medicine, Technical University of Munich, Munich.; German Center of Diabetes Research, Helmholtz Center Munich, Neuherberg, Germany.<br /><searchLink fieldCode="AU" term="%22Becker+CM%22">Becker CM</searchLink>; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Zondervan+KT%22">Zondervan KT</searchLink>; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Endometriosis CaRe Centre Oxford, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Frayling+TM%22">Frayling TM</searchLink>; Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom.; NIHR Exeter Clinical Research Facility, University of Exeter Medical School, University of Exeter and Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Claussnitzer+M%22">Claussnitzer M</searchLink>; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America.; University of Hohenheim, Stuttgart, Germany.; Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Lindgren+CM%22">Lindgren CM</searchLink>; Big Data Institute, University of Oxford, Oxford, United Kingdom.; Wellcome Centre for Human Genetics (WCHG), Oxford, United Kingdom.; Broad Institute of MIT and Harvard, Cambridge Massachusetts, United States of America.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101238922%22">PLoS computational biology</searchLink> [PLoS Comput Biol] 2020 Aug 14; Vol. 16 (8), pp. e1008044. <i>Date of Electronic Publication: </i>2020 Aug 14 (<i>Print Publication: </i>2020).
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Meta-Analysis; 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>101238922 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1553-7358 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221553734X%22">1553734X </searchLink><i>NLM ISO Abbreviation: </i>PLoS Comput Biol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=32797044
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1371/journal.pcbi.1008044
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: e1008044
    Titles:
      – TitleFull: Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Glastonbury CA
      – PersonEntity:
          Name:
            NameFull: Pulit SL
      – PersonEntity:
          Name:
            NameFull: Honecker J
      – PersonEntity:
          Name:
            NameFull: Censin JC
      – PersonEntity:
          Name:
            NameFull: Laber S
      – PersonEntity:
          Name:
            NameFull: Yaghootkar H
      – PersonEntity:
          Name:
            NameFull: Rahmioglu N
      – PersonEntity:
          Name:
            NameFull: Pastel E
      – PersonEntity:
          Name:
            NameFull: Kos K
      – PersonEntity:
          Name:
            NameFull: Pitt A
      – PersonEntity:
          Name:
            NameFull: Hudson M
      – PersonEntity:
          Name:
            NameFull: Nellåker C
      – PersonEntity:
          Name:
            NameFull: Beer NL
      – PersonEntity:
          Name:
            NameFull: Hauner H
      – PersonEntity:
          Name:
            NameFull: Becker CM
      – PersonEntity:
          Name:
            NameFull: Zondervan KT
      – PersonEntity:
          Name:
            NameFull: Frayling TM
      – PersonEntity:
          Name:
            NameFull: Claussnitzer M
      – PersonEntity:
          Name:
            NameFull: Lindgren CM
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 14
              M: 08
              Text: 2020 Aug 14
              Type: published
              Y: 2020
          Identifiers:
            – Type: issn-electronic
              Value: 1553-7358
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 8
          Titles:
            – TitleFull: PLoS computational biology
              Type: main
ResultId 1