Author

Hans‐Peter Lenhof

Saarland UniversityORCID 0000-0002-5820-9961Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1

Frequent Co-Authors

Andreas KelleriD· 1 shared Anna‐Katharina von ThaleriD· 1 shared Christian DeuschleiD· 1 shared Christina BackesiD· 1 shared Claudia SchulteiD· 1 shared Daniela BergiD· 1 shared Eckart U. MeeseiD· 1 shared Fabian KerniD· 1 shared

Activity by Year

2019-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Andreas KellerORCID

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2 papers

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

BioinformaticsGenomics Proteomics & BioinformaticsPeer-reviewedAug 1, 2019

Machine learning to detect Alzheimer’s disease from circulating non-coding RNAs

Nicole Ludwig, Tobias Fehlmann, Fabian Kern…·Andreas Keller

The paper uses machine learning to analyze circulating microRNAs and finds they can distinguish Alzheimer's patients from controls with 87.6% accuracy.

73 citationstop 4%

humanbulk RNA-seq

𝕏 PostBluesky