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A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data.
Khalid, Sara; Yang, Cynthia; Blacketer, Clair; Duarte-Salles, Talita; Fernández-Bertolín, Sergio; Kim, Chungsoo; Park, Rae Woong; Park, Jimyung; Schuemie, Martijn J; Sena, Anthony G; Suchard, Marc A; You, Seng Chan; Rijnbeek, Peter R; Reps, Jenna M.
Afiliación
  • Khalid S; Botnar Research Centre, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.
  • Yang C; Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands.
  • Blacketer C; Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, USA.
  • Duarte-Salles T; Fundació Institut Universitari per a la recerca a lAtenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.
  • Fernández-Bertolín S; Fundació Institut Universitari per a la recerca a lAtenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.
  • Kim C; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon, Republic of Korea.
  • Park RW; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon, Republic of Korea; Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Republic of Korea.
  • Park J; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon, Republic of Korea.
  • Schuemie MJ; Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, USA.
  • Sena AG; Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands; Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, USA.
  • Suchard MA; Departments of Biomathematics, University of California, Los Angeles, USA.
  • You SC; Department of Preventive Medicine and Public Health, Yonsei University College of Medicine, Republic of Korea.
  • Rijnbeek PR; Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands.
  • Reps JM; Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, USA. Electronic address: jreps@its.jnj.com.
Comput Methods Programs Biomed ; 211: 106394, 2021 Nov.
Article en En | MEDLINE | ID: mdl-34560604
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Pandemias / COVID-19 Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Pandemias / COVID-19 Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article