A Bayesian Machine Learning Approach for Optimizing Dynamic Treatment Regimes

Medical therapy often consists of multiple stages, with a treatment chosen by the physician at each stage based on the patient's history of treatments and clinical outcomes. These decisions can be formalized as a dynamic treatment regime. This article describes a new approach for optimizing dyn...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of the American Statistical Association Jg. 113; H. 523; S. 1255 - 1267
Hauptverfasser: Murray, Thomas A., Yuan, Ying, Thall, Peter F.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States Taylor & Francis 03.07.2018
Taylor & Francis Group,LLC
Taylor & Francis Ltd
Schlagworte:
ISSN:0162-1459, 1537-274X, 1537-274X
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!