Author

Lisa-Marie Rolli

Saarland UniversityORCID 0009-0007-7860-8656Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Hans‐Peter LenhofiD· 1 shared Kerstin LenhofiD· 1 shared Lea EckhartiD· 1 shared Lutz HerrmanniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Hans‐Peter LenhofORCID

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1 paper

Recent·Most cited

BioinformaticsiSciencePeer-reviewedMay 9, 2025

How to Predict Effective Drug Combinations - Moving beyond Synergy Scores

Lea Eckhart, Kerstin Lenhof, Lutz Herrmann…·Hans‐Peter Lenhof

This paper introduces ML models that predict relative growth inhibition for drug combinations, enabling personalized treatment recommendations beyond traditional synergy scores.

10 citationstop 4%

machine learning (classical)drug response / drug discovery

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