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Open Access
Peer-reviewed
Research Article
Transfer learning enables prediction of CYP2D6 haplotype function
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Gregory McInnes,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Biomedical Informatics Training Program, Stanford University, Stanford, California, United States of America
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Rachel Dalton,
Roles Data curation, Writing – review & editing
Affiliations Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana, United States of America, Department of Biomedical and Translational Research, University of Florida, Gainesville, Florida, United States of America
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Katrin Sangkuhl,
Roles Methodology, Writing – review & editing
Affiliation Department of Biomedical Data Science, Stanford University, Stanford, California, United States of America
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Michelle Whirl-Carrillo,
Roles Methodology, Writing – review & editing
Affiliation Department of Biomedical Data Science, Stanford University, Stanford, California, United States of America
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Seung-been Lee,
Roles Software, Writing – review & editing
Affiliation Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
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Philip S. Tsao,
Roles Resources, Writing – review & editing
Affiliations VA Palo Alto Epidemiology Research and Information Center for Genomics, VAPAHCS, Palo Alto, California, United States of America, Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America
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Andrea Gaedigk,
Roles Methodology, Writing – review & editing
Affiliations Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation, Children’s Mercy Kansas City, Kansas City, Missouri, United States of America, School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri, United States of America
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Russ B. Altman ,
Roles Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: rbaltman@stanford.edu (RBA); erica.woodahl@umontana.edu (ELW)
Affiliations Department of Biomedical Data Science, Stanford University, Stanford, California, United States of America, Departments of Bioengineering, Genetics, and Medicine, Stanford University, Stanford, California, United States of America
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Erica L. Woodahl
Roles Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: rbaltman@stanford.edu (RBA); erica.woodahl@umontana.edu (ELW)
Affiliation Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana, United States of America
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Transfer learning enables prediction of CYP2D6 haplotype function
- Gregory McInnes,
- Rachel Dalton,
- Katrin Sangkuhl,
- Michelle Whirl-Carrillo,
- Seung-been Lee,
- Philip S. Tsao,
- Andrea Gaedigk,
- Russ B. Altman,
- Erica L. Woodahl
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- Published: November 2, 2020
- https://doi.org/10.1371/journal.pcbi.1008399