Decoding Anticancer Drug Response: Comparison of Data-Driven and Pathway-Guided Prediction Models

Pateras, E., Vizirianakis, I.S. orcid.org/0000-0003-1459-9774, Zhang, M. et al. (3 more authors) (2025) Decoding Anticancer Drug Response: Comparison of Data-Driven and Pathway-Guided Prediction Models. Future Pharmacology, 5 (4). 58. ISSN: 2673-9879

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© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/ licenses/by/4.0/).

Keywords: pharmacogenomics; drug response prediction; feature selection; precision medicine; machine learning; biologically informed modeling; cancer cell lines
Dates:
  • Accepted: 29 September 2025
  • Published (online): 2 October 2025
  • Published: December 2025
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Mathematics (Leeds)
Date Deposited: 07 Oct 2025 10:49
Last Modified: 07 Oct 2025 10:49
Published Version: https://www.mdpi.com/2673-9879/5/4/58
Status: Published
Publisher: MDPI
Identification Number: 10.3390/futurepharmacol5040058
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