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Methodology for Good Machine Learning with Multi-Omics Data.
Coroller, Thibaud; Sahiner, Berkman; Amatya, Anup; Gossmann, Alexej; Karagiannis, Konstantinos; Moloney, Conor; Samala, Ravi K; Santana-Quintero, Luis; Solovieff, Nadia; Wang, Craig; Amiri-Kordestani, Laleh; Cao, Qian; Cha, Kenny H; Charlab, Rosane; Cross, Frank H; Hu, Tingting; Huang, Ruihao; Kraft, Jeffrey; Krusche, Peter; Li, Yutong; Li, Zheng; Mazo, Ilya; Paul, Rahul; Schnakenberg, Susan; Serra, Paolo; Smith, Sean; Song, Chi; Su, Fei; Tiwari, Mohit; Vechery, Colin; Xiong, Xin; Zarate, Juan Pablo; Zhu, Hao; Chakravartty, Arunava; Liu, Qi; Ohlssen, David; Petrick, Nicholas; Schneider, Julie A; Walderhaug, Mark; Zuber, Emmanuel.
Afiliação
  • Coroller T; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Sahiner B; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Amatya A; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Gossmann A; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Karagiannis K; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Moloney C; Novartis Pharma AG, Rotkreuz, Switzerland.
  • Samala RK; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Santana-Quintero L; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Solovieff N; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Wang C; Novartis Pharma AG, Rotkreuz, Switzerland.
  • Amiri-Kordestani L; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Cao Q; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Cha KH; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Charlab R; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Cross FH; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Hu T; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Huang R; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Kraft J; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Krusche P; Novartis Pharma AG, Rotkreuz, Switzerland.
  • Li Y; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Li Z; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Mazo I; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Paul R; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Schnakenberg S; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Serra P; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Smith S; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Song C; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Su F; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Tiwari M; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Vechery C; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Xiong X; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Zarate JP; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Zhu H; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Chakravartty A; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Liu Q; Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Ohlssen D; Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.
  • Petrick N; Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Schneider JA; Oncology Center of Excellence, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Walderhaug M; Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
  • Zuber E; Novartis Pharma AG, Rotkreuz, Switzerland.
Clin Pharmacol Ther ; 115(4): 745-757, 2024 04.
Article em En | MEDLINE | ID: mdl-37965805
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Multiômica Limite: Humans Idioma: En Revista: Clin Pharmacol Ther Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Multiômica Limite: Humans Idioma: En Revista: Clin Pharmacol Ther Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Estados Unidos