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Embracing cohort heterogeneity in clinical machine learning development: a step toward generalizable models.
Schinkel, Michiel; Bennis, Frank C; Boerman, Anneroos W; Wiersinga, W Joost; Nanayakkara, Prabath W B.
Afiliación
  • Schinkel M; Center for Experimental and Molecular Medicine (CEMM), Location Academic Medical Center, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands. m.schinkel@amsterdamumc.nl.
  • Bennis FC; Quantitative Data Analytics Group, Department of Computer Science, Vrije Universiteit Amsterdam, De Boelelaan 1105, Amsterdam, The Netherlands.
  • Boerman AW; Department of Internal Medicine, Section General Internal Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands.
  • Wiersinga WJ; Department of Internal Medicine, Amsterdam UMC University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
  • Nanayakkara PWB; Department of Internal Medicine, Section General Internal Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands.
Sci Rep ; 13(1): 8363, 2023 05 24.
Article en En | MEDLINE | ID: mdl-37225751
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Aprendizaje Automático Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Año: 2023 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Aprendizaje Automático Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Año: 2023 Tipo del documento: Article