Author

Lea Eckhart

Saarland UniversityORCID 0000-0002-1486-3267Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Hans‐Peter LenhofiD· 1 shared Kerstin LenhofiD· 1 shared Lisa-Marie RolliiD· 1 shared Lutz HerrmanniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Hans‐Peter LenhofORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky