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Ten quick tips for deep learning in biology.
Lee, Benjamin D; Gitter, Anthony; Greene, Casey S; Raschka, Sebastian; Maguire, Finlay; Titus, Alexander J; Kessler, Michael D; Lee, Alexandra J; Chevrette, Marc G; Stewart, Paul Allen; Britto-Borges, Thiago; Cofer, Evan M; Yu, Kun-Hsing; Carmona, Juan Jose; Fertig, Elana J; Kalinin, Alexandr A; Signal, Brandon; Lengerich, Benjamin J; Triche, Timothy J; Boca, Simina M.
Afiliação
  • Lee BD; In-Q-Tel Labs, Arlington, Virginia, United States of America.
  • Gitter A; School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, United States of America.
  • Greene CS; Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
  • Raschka S; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
  • Maguire F; Morgridge Institute for Research, Madison, Wisconsin, United States of America.
  • Titus AJ; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
  • Kessler MD; Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, Colorado, United States of America.
  • Lee AJ; Center for Health AI, University of Colorado School of Medicine, Aurora, Colorado, United States of America.
  • Chevrette MG; Department of Statistics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
  • Stewart PA; Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada.
  • Britto-Borges T; University of New Hampshire, Manchester, New Hampshire, United States of America.
  • Cofer EM; Bioeconomy.XYZ, Manchester, New Hampshire, United States of America.
  • Yu KH; Department of Oncology, Johns Hopkins University, Baltimore, Maryland, United States of America.
  • Carmona JJ; Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America.
  • Fertig EJ; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
  • Kalinin AA; Genomics and Computational Biology Graduate Program, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
  • Signal B; Wisconsin Institute for Discovery and Department of Plant Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
  • Lengerich BJ; Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida, United States of America.
  • Triche TJ; Section of Bioinformatics and Systems Cardiology, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany.
  • Boca SM; Department of Internal Medicine III (Cardiology, Angiology, and Pneumology), University Hospital Heidelberg, Heidelberg, Germany.
PLoS Comput Biol ; 18(3): e1009803, 2022 03.
Article em En | MEDLINE | ID: mdl-35324884
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Idioma: En Ano de publicação: 2022 Tipo de documento: Article