Djork-Arné Clevert
Djork-Arné Clevert
Director, Machine Learning Research, Bayer AG
Verified email at clevert.de
Title
Cited by
Cited by
Year
Fast and accurate deep network learning by exponential linear units (elus)
DA Clevert, T Unterthiner, S Hochreiter
International Conference on Learning Representations (ICLR), 2015
28832015
A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium
Z Su, PP Łabaj, S Li, J Thierry-Mieg, D Thierry-Mieg, W Shi, C Wang, ...
Nature biotechnology 32 (9), 903-914, 2014
5452014
cn. MOPS: mixture of Poissons for discovering copy number variations in next-generation sequencing data with a low false discovery rate
G Klambauer, K Schwarzbauer, A Mayr, DA Clevert, A Mitterecker, ...
Nucleic acids research 40 (9), e69-e69, 2012
3132012
FABIA: factor analysis for bicluster acquisition
S Hochreiter, U Bodenhofer, M Heusel, A Mayr, A Mitterecker, A Kasim, ...
Bioinformatics 26 (12), 1520-1527, 2010
2872010
A new summarization method for Affymetrix probe level data
S Hochreiter, DA Clevert, K Obermayer
Bioinformatics 22 (8), 943-949, 2006
2872006
Large-scale comparison of machine learning methods for drug target prediction on ChEMBL
A Mayr, G Klambauer, T Unterthiner, M Steijaert, JK Wegner, ...
Chemical science 9 (24), 5441-5451, 2018
1462018
I/NI-calls for the exclusion of non-informative genes: a highly effective filtering tool for microarray data
W Talloen, DA Clevert, S Hochreiter, D Amaratunga, L Bijnens, S Kass, ...
Bioinformatics 23 (21), 2897-2902, 2007
1382007
Learning continuous and data-driven molecular descriptors by translating equivalent chemical representations
R Winter, F Montanari, F Noé, DA Clevert
Chemical science 10 (6), 1692-1701, 2019
942019
Assessing technical performance in differential gene expression experiments with external spike-in RNA control ratio mixtures
SA Munro, SP Lund, PS Pine, H Binder, DA Clevert, A Conesa, J Dopazo, ...
Nature communications 5 (1), 1-10, 2014
832014
Color duplex ultrasound and contrast-enhanced ultrasound in comparison to MS-CT in the detection of endoleak following endovascular aneurysm repair
DA Clevert, N Minaifar, S Weckbach, R Kopp, G Meimarakis, M Reiser
Clinical hemorheology and microcirculation 39 (1–4), 121-132, 2008
782008
Genome‐wide copy number alterations detection in fresh frozen and matched FFPE samples using SNP 6.0 arrays
M Tuefferd, A De Bondt, I Van Den Wyngaert, W Talloen, T Verbeke, ...
Genes, Chromosomes and Cancer 47 (11), 957-964, 2008
652008
Experimental Study of Reinforced Concrete Assemblies under Column Removal Scenario.
HS Lew, Y Bao, S Pujol, MA Sozen
ACI Structural Journal 111 (4), 2014
642014
Color Doppler, power Doppler and B-flow ultrasound in the assessment of ICA stenosis: comparison with 64-MD-CT angiography
DA Clevert, T Johnson, EM Jung, PM Flach, TI Strautz, G Ritter, ...
European radiology 17 (8), 2149-2159, 2007
632007
Using transcriptomics to guide lead optimization in drug discovery projects: Lessons learned from the QSTAR project
B Verbist, G Klambauer, L Vervoort, W Talloen, Z Shkedy, O Thas, ...
Drug discovery today 20 (5), 505-513, 2015
622015
High-grade stenoses of the internal carotid artery: comparison of high-resolution contrast enhanced 3D MRA, duplex sonography and power Doppler imaging
DA Clevert, T Johnson, H Michaely, EM Jung, PM Flach, TI Strautz, ...
European journal of radiology 60 (3), 379-386, 2006
552006
Contrast-enhanced ultrasound versus MS-CT in blunt abdominal trauma
DA Clevert, S Weckbach, N Minaifar, M Stickel, M Reiser
Clinical hemorheology and microcirculation 39 (1–4), 155-169, 2008
532008
Efficient Multi-Objective Molecular Optimization in a Continuous Latent Space
R Winter, F Montanari, A Steffen, H Briem, F Noé, DA Clevert
Chemical Science 10 (34), 8016--8024, 2019
292019
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis
AC Ravindranath, N Perualila-Tan, A Kasim, G Drakakis, S Liggi, ...
Molecular BioSystems 11 (1), 86-96, 2015
292015
cn. FARMS: a latent variable model to detect copy number variations in microarray data with a low false discovery rate
DA Clevert, A Mitterecker, A Mayr, G Klambauer, M Tuefferd, AD Bondt, ...
Nucleic Acids Research 39 (12), e79-e79, 2011
292011
De novo generation of hit-like molecules from gene expression signatures using artificial intelligence
O Méndez-Lucio, B Baillif, DA Clevert, D Rouquié, J Wichard
Nature communications 11 (1), 1-10, 2020
282020
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