Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score

Randomized controlled trials typically analyze the effectiveness of treatments with the goal of making treatment recommendations for patient subgroups. With the advance of electronic health records, a great variety of data has been collected in clinical practice, enabling the evaluation of treatment...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2020-07
Hauptverfasser:	Wu, Zhiliang, Yang, Yinchong, Ma, Yunpu, Liu, Yushan, Zhao, Rui, Moor, Michael, Tresp, Volker
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Electronic health records Health services Learning Physicians Statistics - Machine Learning Subgroups
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!