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An ensemble learning approach for modeling the systems biology of drug-induced injury.
Aguirre-Plans, Joaquim; Piñero, Janet; Souza, Terezinha; Callegaro, Giulia; Kunnen, Steven J; Sanz, Ferran; Fernandez-Fuentes, Narcis; Furlong, Laura I; Guney, Emre; Oliva, Baldo.
Affiliation
  • Aguirre-Plans J; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Pompeu Fabra University (UPF), Barcelona, Spain.
  • Piñero J; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Pompeu Fabra University (UPF), Barcelona, Spain.
  • Souza T; Department of Toxicogenomics, Maastricht University, Maastricht, The Netherlands.
  • Callegaro G; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.
  • Kunnen SJ; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.
  • Sanz F; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Pompeu Fabra University (UPF), Barcelona, Spain.
  • Fernandez-Fuentes N; Department of Biosciences, U Science Tech, Universitat de Vic-Universitat Central de Catalunya, Vic, Spain.
  • Furlong LI; Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, UK.
  • Guney E; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Pompeu Fabra University (UPF), Barcelona, Spain.
  • Oliva B; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Pompeu Fabra University (UPF), Barcelona, Spain.
Biol Direct ; 16(1): 5, 2021 01 12.
Article in En | MEDLINE | ID: mdl-33435983
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pharmaceutical Preparations / Systems Biology / Drug-Related Side Effects and Adverse Reactions / Chemical and Drug Induced Liver Injury / Machine Learning Type of study: Prognostic_studies Limits: Humans Language: En Journal: Biol Direct Year: 2021 Document type: Article Affiliation country: Spain Country of publication: United kingdom
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pharmaceutical Preparations / Systems Biology / Drug-Related Side Effects and Adverse Reactions / Chemical and Drug Induced Liver Injury / Machine Learning Type of study: Prognostic_studies Limits: Humans Language: En Journal: Biol Direct Year: 2021 Document type: Article Affiliation country: Spain Country of publication: United kingdom