On estimation and cross-validation of dynamic treatment regimes with competing risks.

Morzywolek, Pawel; Steen, Johan; Van Biesen, Wim; Decruyenaere, Johan; Vansteelandt, Stijn

Morzywolek, Pawel; Steen, Johan; Van Biesen, Wim; Decruyenaere, Johan; Vansteelandt, Stijn.

Afiliação

Morzywolek P; Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.
Steen J; Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium.
Van Biesen W; Renal Division, Ghent University Hospital, Ghent, Belgium.
Decruyenaere J; Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium.
Vansteelandt S; Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium.

Stat Med ; 41(26): 5258-5275, 2022 11 20.

Article em En | MEDLINE | ID: mdl-36055675

Assuntos

Injúria Renal Aguda; Terapia de Substituição Renal; Humanos; Terapia de Substituição Renal/métodos; Unidades de Terapia Intensiva; Estado Terminal/terapia; Injúria Renal Aguda/terapia; Potássio

Palavras-chave

Aalen-Johansen estimator; acute kidney injury; competing events; cross-validation; dynamic treatment regimes; marginal structural models; precision medicine; renal replacement therapy; treatment-confounder feedback

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Terapia de Substituição Renal / Injúria Renal Aguda Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Stat Med Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Bélgica

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