Author

Emine Beyza Candir

Sabancı Üniversitesi

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

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A. Ercüment ÇiçekiD· 1 shared Halil İbrahim KuruiD· 1 shared Magnus RattrayiD· 1 shared Öznur TaştaniD· 1 shared

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BioinformaticsBioinformaticsPeer-reviewedJan 22, 2026

One-Hot News: Drug Synergy Models Shortcut Molecular Features

Emine Beyza Candir, Halil İbrahim Kuru, Magnus Rattray…·Öznur Taştan

This paper shows that using one-hot encodings for drugs and cell lines in synergy prediction models can perform as well as or better than using molecular features, suggesting models rely more on identifiers than features.

2 citations

machine learning (classical)drug response / drug discovery

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