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Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences.

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Title: Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences.
Authors: Carrieri AP; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK. acarrieri@uk.ibm.com., Haiminen N; T.J. Watson Research Center, IBM Research, Yorktown Heights, NY, 10598, USA., Maudsley-Barton S; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.; Department of Computing and Mathematics, Manchester Metropolitan University (MUU), Manchester, M15 6BH, UK., Gardiner LJ; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK., Murphy B; Unilever Research & Development, Port Sunlight, CH63 3JW, UK., Mayes AE; Unilever Research and Development, Sharnbrook, MK44 1LQ, UK., Paterson S; Unilever Research & Development, Port Sunlight, CH63 3JW, UK., Grimshaw S; Unilever Research & Development, Port Sunlight, CH63 3JW, UK., Winn M; Scientific Computing Department, STFC Daresbury Lab, Daresbury, WA4 4AD, UK., Shand C; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.; Department of Computer Science, University of Manchester (UoM), Manchester, M13 9LP, UK., Hadjidoukas P; IBM Research - Zurich, Saumerstrasse 4, 8803, Rueschlikon, Switzerland., Rowe WPM; University of Birmingham, Birmingham, UK., Hawkins S; Unilever Research & Development, Trumbull, CT, 06611, USA., MacGuire-Flanagan A; Unilever Research & Development, Trumbull, CT, 06611, USA., Tazzioli J; Unilever Research & Development, Trumbull, CT, 06611, USA., Kenny JG; Institute of Integrative Biology, The University of Liverpool, The Bioscience Building, Liverpool, L697ZB, UK., Parida L; T.J. Watson Research Center, IBM Research, Yorktown Heights, NY, 10598, USA., Hoptroff M; Unilever Research & Development, Port Sunlight, CH63 3JW, UK., Pyzer-Knapp EO; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.
Source: Scientific reports [Sci Rep] 2021 Feb 25; Vol. 11 (1), pp. 4565. Date of Electronic Publication: 2021 Feb 25.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences.
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  Data: <searchLink fieldCode="AU" term="%22Carrieri+AP%22">Carrieri AP</searchLink>; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK. acarrieri@uk.ibm.com.<br /><searchLink fieldCode="AU" term="%22Haiminen+N%22">Haiminen N</searchLink>; T.J. Watson Research Center, IBM Research, Yorktown Heights, NY, 10598, USA.<br /><searchLink fieldCode="AU" term="%22Maudsley-Barton+S%22">Maudsley-Barton S</searchLink>; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.; Department of Computing and Mathematics, Manchester Metropolitan University (MUU), Manchester, M15 6BH, UK.<br /><searchLink fieldCode="AU" term="%22Gardiner+LJ%22">Gardiner LJ</searchLink>; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.<br /><searchLink fieldCode="AU" term="%22Murphy+B%22">Murphy B</searchLink>; Unilever Research & Development, Port Sunlight, CH63 3JW, UK.<br /><searchLink fieldCode="AU" term="%22Mayes+AE%22">Mayes AE</searchLink>; Unilever Research and Development, Sharnbrook, MK44 1LQ, UK.<br /><searchLink fieldCode="AU" term="%22Paterson+S%22">Paterson S</searchLink>; Unilever Research & Development, Port Sunlight, CH63 3JW, UK.<br /><searchLink fieldCode="AU" term="%22Grimshaw+S%22">Grimshaw S</searchLink>; Unilever Research & Development, Port Sunlight, CH63 3JW, UK.<br /><searchLink fieldCode="AU" term="%22Winn+M%22">Winn M</searchLink>; Scientific Computing Department, STFC Daresbury Lab, Daresbury, WA4 4AD, UK.<br /><searchLink fieldCode="AU" term="%22Shand+C%22">Shand C</searchLink>; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.; Department of Computer Science, University of Manchester (UoM), Manchester, M13 9LP, UK.<br /><searchLink fieldCode="AU" term="%22Hadjidoukas+P%22">Hadjidoukas P</searchLink>; IBM Research - Zurich, Saumerstrasse 4, 8803, Rueschlikon, Switzerland.<br /><searchLink fieldCode="AU" term="%22Rowe+WPM%22">Rowe WPM</searchLink>; University of Birmingham, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Hawkins+S%22">Hawkins S</searchLink>; Unilever Research & Development, Trumbull, CT, 06611, USA.<br /><searchLink fieldCode="AU" term="%22MacGuire-Flanagan+A%22">MacGuire-Flanagan A</searchLink>; Unilever Research & Development, Trumbull, CT, 06611, USA.<br /><searchLink fieldCode="AU" term="%22Tazzioli+J%22">Tazzioli J</searchLink>; Unilever Research & Development, Trumbull, CT, 06611, USA.<br /><searchLink fieldCode="AU" term="%22Kenny+JG%22">Kenny JG</searchLink>; Institute of Integrative Biology, The University of Liverpool, The Bioscience Building, Liverpool, L697ZB, UK.<br /><searchLink fieldCode="AU" term="%22Parida+L%22">Parida L</searchLink>; T.J. Watson Research Center, IBM Research, Yorktown Heights, NY, 10598, USA.<br /><searchLink fieldCode="AU" term="%22Hoptroff+M%22">Hoptroff M</searchLink>; Unilever Research & Development, Port Sunlight, CH63 3JW, UK.<br /><searchLink fieldCode="AU" term="%22Pyzer-Knapp+EO%22">Pyzer-Knapp EO</searchLink>; The Hartree Centre, Sci-Tech Daresbury, IBM Research, Daresbury, WA4 4AD, UK.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2021 Feb 25; Vol. 11 (1), pp. 4565. <i>Date of Electronic Publication: </i>2021 Feb 25.
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