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Kerstin Lenhof
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GeneTrail 3: advanced high-throughput enrichment analysis
N Gerstner, T Kehl, K Lenhof, A Müller, C Mayer, L Eckhart, NL Grammes, ...
Nucleic acids research 48 (W1), W515-W520, 2020
872020
Quantitative and time-resolved miRNA pattern of early human T cell activation
C Diener, M Hart, T Kehl, S Rheinheimer, N Ludwig, L Krammes, ...
Nucleic acids research 48 (18), 10164-10183, 2020
262020
ClinOmicsTrailbc: a visual analytics tool for breast cancer treatment stratification
L Schneider, T Kehl, K Thedinga, NL Grammes, C Backes, C Mohr, ...
Bioinformatics 35 (24), 5171-5181, 2019
232019
Simultaneous regression and classification for drug sensitivity prediction using an advanced random forest method
K Lenhof, L Eckhart, N Gerstner, T Kehl, HP Lenhof
Scientific Reports 12, 2022
162022
MERIDA: a novel Boolean logic-based integer linear program for personalized cancer therapy
K Lenhof, N Gerstner, T Kehl, L Eckhart, L Schneider, HP Lenhof
Bioinformatics 37 (21), 3881-3888, 2021
92021
Reliable anti-cancer drug sensitivity prediction and prioritization
K Lenhof, L Eckhart, LM Rolli, A Volkamer, HP Lenhof
Scientific Reports 14 (1), 12303, 2024
52024
GeneTrail: a framework for the analysis of high-throughput profiles
N Gerstner, T Kehl, K Lenhof, L Eckhart, L Schneider, D Stöckel, C Backes, ...
Frontiers in Molecular Biosciences 8, 716544, 2021
42021
A comprehensive benchmarking of machine learning algorithms and dimensionality reduction methods for drug sensitivity prediction
L Eckhart, K Lenhof, LM Rolli, HP Lenhof
Briefings in Bioinformatics 25 (4), bbae242, 2024
32024
Trust me if you can: a survey on reliability and interpretability of machine learning approaches for drug sensitivity prediction in cancer
K Lenhof, L Eckhart, LM Rolli, HP Lenhof
Briefings in Bioinformatics 25 (5), bbae379, 2024
12024
How to Predict Effective Drug Combinations-Moving beyond Synergy Scores
L Eckhart, K Lenhof, L Herrmann, LM Rolli, HP Lenhof
bioRxiv, 2024
2024
Machine learning-based anti-cancer drug treatment optimization
K Lenhof
Saarländische Universitäts-und Landesbibliothek, 2024
2024
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