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A matching-based machine learning approach to estimating optimal dynamic treatment regimes with time-to-event outcomes.
Wang, Xuechen; Lee, Hyejung; Haaland, Benjamin; Kerrigan, Kathleen; Puri, Sonam; Akerley, Wallace; Shen, Jincheng.
Afiliação
  • Wang X; Department of Population Health Sciences, Division of Biostatistics, University of Utah, Salt Lake City, UT, USA.
  • Lee H; Department of Population Health Sciences, Division of Biostatistics, University of Utah, Salt Lake City, UT, USA.
  • Haaland B; Department of Population Health Sciences, Division of Biostatistics, University of Utah, Salt Lake City, UT, USA.
  • Kerrigan K; Department of Internal Medicine, Division of Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
  • Puri S; Department of Internal Medicine, Division of Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
  • Akerley W; Department of Internal Medicine, Division of Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
  • Shen J; Department of Population Health Sciences, Division of Biostatistics, University of Utah, Salt Lake City, UT, USA.
Stat Methods Med Res ; 33(5): 794-806, 2024 May.
Article em En | MEDLINE | ID: mdl-38502008
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Registros Eletrônicos de Saúde / Aprendizado de Máquina Limite: Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Registros Eletrônicos de Saúde / Aprendizado de Máquina Limite: Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article