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Trust me if you can: a survey on reliability and interpretability of machine learning approaches for drug sensitivity prediction in cancer.
Brief Bioinform. 2024 Jul 25;25(5):bbae379. doi: 10.1093/bib/bbae379.
Brief Bioinform. 2024.
PMID: 39101498
Free PMC article.
Review.
Reliable anti-cancer drug sensitivity prediction and prioritization.
Lenhof K, Eckhart L, Rolli LM, Volkamer A, Lenhof HP.
Lenhof K, et al. Among authors: rolli lm.
Sci Rep. 2024 May 29;14(1):12303. doi: 10.1038/s41598-024-62956-6.
Sci Rep. 2024.
PMID: 38811639
Free PMC article.
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A comprehensive benchmarking of machine learning algorithms and dimensionality reduction methods for drug sensitivity prediction.
Eckhart L, Lenhof K, Rolli LM, Lenhof HP.
Eckhart L, et al. Among authors: rolli lm.
Brief Bioinform. 2024 May 23;25(4):bbae242. doi: 10.1093/bib/bbae242.
Brief Bioinform. 2024.
PMID: 38797968
Free PMC article.
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