Validation of predicted individual treatment effects in out of sample respondents

URN to cite this document:: urn:nbn:de:bvb:355-epub-777712
DOI to cite this document:: 10.5283/epub.77771

Kuhlemeier, Alena ; Jaki, Thomas

; Witkiewitz, Katie ; Stuart, Elizabeth A. ; Van Horn, M. Lee

License: Creative Commons Attribution 4.0
PDF - Published Version
(1MB)

Date of publication of this fulltext: 22 Sep 2025 06:58

Alternative links to fulltext:DOI Publisher

Details

Preview

Export bibliographical data

Abstract

Personalized medicine promises the ability to improve patient outcomes by tailoring treatment recommendations to the likelihood that any given patient will respond well to a given treatment. It is important that predictions of treatment response be validated and replicated in independent data to support their use in clinical practice. In this paper, we propose and test an approach for validating ...