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. |
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| 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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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-021-83922-6 |
