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Jochen Kruppa · SciRah

Researcher profile · Semantic Scholar

Jochen Kruppa

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Jochen Kruppa — researcher profile on SciRah

h-index: 19
Works: 36
Citations: 3,354

Most-cited papers

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
A. Boulesteix, S. Janitza, Jochen Kruppa, I. König
2012WIREs Data Mining Knowl. Discov.924 citations Open access
Semantic Scholar
Coding Variation in ANGPTL4, LPL, and SVEP1 and the Risk of Coronary Disease
N. Stitziel, K. Stirrups, Nicholas G. D. Masca, J. Erdmann +125 more
2016New England Journal of Medicine439 citations Open access
Semantic Scholar
Loss-of-Function Mutations in APOC3, Triglycerides, and Coronary Disease
Jacy R. Crosby, G. Peloso, P. Auer, D. Crosslin +82 more
2014New England Journal of Medicine253 citations Open access
Semantic Scholar
Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease
Thomas R. Webb, J. Erdmann, K. Stirrups, N. Stitziel +130 more
2017Journal of the American College of Cardiology246 citations Open access
Semantic Scholar
Probability Machines: Consistent Probability Estimation Using Nonparametric Learning Machines
J. Malley, Jochen Kruppa, A. Dasgupta, K. Malley +1 more
2011Methods of Information in Medicine213 citations Open access
Semantic Scholar
Consumer credit risk: Individual probability estimates using machine learning
Jochen Kruppa, Alexandra Schwarz, G. Arminger, A. Ziegler
2013Expert systems with applications202 citations
Semantic Scholar
Risk estimation and risk prediction using machine-learning methods
Jochen Kruppa, A. Ziegler, I. König
2012Human Genetics155 citations Open access
Semantic Scholar
Large-scale genome-wide analysis identifies genetic variants associated with cardiac structure and function
Philipp S. Wild, Janine F. Felix, A. Schillert, A. Teumer +120 more
2017Journal of Clinical Investigation117 citations Open access
Semantic Scholar
Coding Variation in ANGPTL4, LPL, and SVEP1 and the Risk of Coronary Disease.
N. Stitziel, K. Stirrups, N. Masca, J. Erdmann +125 more
2016New England Journal of Medicine96 citations
Semantic Scholar
Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory
Jochen Kruppa, Yu-Feng Liu, G. Biau, M. Kohler +3 more
2014Biometrical journal. Biometrische Zeitschrift96 citations
Semantic Scholar
Analyzing Illumina Gene Expression Microarray Data from Different Tissues: Methodological Aspects of Data Analysis in the MetaXpress Consortium
C. Schurmann, K. Heim, A. Schillert, S. Blankenberg +27 more
2012PLoS ONE93 citations Open access
Semantic Scholar
Risk prediction with machine learning and regression methods
E. Steyerberg, T. van der Ploeg, B. van Calster, Erasmus Mc +8 more
2014Biometrical journal. Biometrische Zeitschrift83 citations
Semantic Scholar
Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications
Jochen Kruppa, Yu-Feng Liu, H. Diener, T. Holste +3 more
2014Biometrical journal. Biometrische Zeitschrift68 citations
Semantic Scholar
Novel canine circovirus strains from Thailand: Evidence for genetic recombination
Chutchai Piewbang, W. Jo, C. Puff, E. van der Vries +8 more
2018Scientific Reports64 citations Open access
Semantic Scholar
Genome‐wide association study identifies new susceptibility loci for cutaneous lupus erythematosus
M. Kunz, I. König, A. Schillert, Jochen Kruppa +22 more
2015Experimental Dermatology55 citations
Semantic Scholar
Evolutionary evidence for multi-host transmission of cetacean morbillivirus
W. Jo, Jochen Kruppa, A. Habierski, M. V. D. van de Bildt +7 more
2018Emerging Microbes and Infections40 citations Open access
Semantic Scholar
Automated multigroup outlier identification in molecular high-throughput data using bagplots and gemplots
Jochen Kruppa, K. Jung
2017BMC Bioinformatics35 citations Open access
Semantic Scholar
Extensive alterations of the whole-blood transcriptome are associated with body mass index: results of an mRNA profiling study involving two large population-based cohorts
G. Homuth, S. Wahl, C. Müller, C. Schurmann +34 more
2015BMC Medical Genomics35 citations Open access
Semantic Scholar
No association of vitamin D metabolism-related polymorphisms and melanoma risk as well as melanoma prognosis: a case–control study
A. Schäfer, S. Emmert, Jochen Kruppa, S. Schubert +10 more
2012Archives of Dermatological Research28 citations Open access
Semantic Scholar
Association of Batai Virus Infection and Encephalitis in Harbor Seals, Germany, 2016
W. Jo, V. Pfankuche, A. Lehmbecker, B. Martina +10 more
2018Emerging Infectious Diseases19 citations Open access
Semantic Scholar
A Simple Test Identifies Selection on Complex Traits
T. Beissinger, Jochen Kruppa, D. Cavero, N. Ha +2 more
2018Genetics19 citations Open access
Semantic Scholar
A comparison study on modeling of clustered and overdispersed count data for multiple comparisons
Jochen Kruppa, L. Hothorn
2020Journal of Applied Statistics18 citations Open access
Semantic Scholar
A genetic algorithm for simulating correlated binary data from biomedical research
Jochen Kruppa, B. Lepenies, K. Jung
2018Comput. Biol. Medicine16 citations
Semantic Scholar
Canine Bocavirus Type 2 Infection Associated With Intestinal Lesions
Chutchai Piewbang, W. Jo, C. Puff, M. Ludlow +8 more
2018Veterinary Pathology-Supplement13 citations Open access
Semantic Scholar
Virus detection in high-throughput sequencing data without a reference genome of the host.
Jochen Kruppa, W. Jo, E. van der Vries, M. Ludlow +3 more
2018Infection, Genetics and Evolution12 citations Open access
Semantic Scholar
Crohn’s disease patient serum changes protein expression in a human mesenchymal stem cell model in a linear relationship to patients’ disease stage and to bone mineral density
M. Blaschke, R. Koepp, C. Lenz, Jochen Kruppa +2 more
2018Journal of Clinical & Translational Endocrinology10 citations Open access
Semantic Scholar
A simulation framework for correlated count data of features subsets in high-throughput sequencing or proteomics experiments
Jochen Kruppa, F. Kramer, T. Beissbarth, K. Jung
2016Statistical Applications in Genetics and Molecular Biology4 citations
Semantic Scholar
Change point detection for clustered expression data
Miriam Sieg, L. Sciesielski, K. Kirschner, Jochen Kruppa
2021BMC Genomics2 citations Open access
Semantic Scholar
kmerPyramid: an interactive visualization tool for nucleobase and k-mer frequencies
Jochen Kruppa, E. van der Vries, W. Jo, A. Postel +3 more
2017Bioinform.2 citations Open access
Semantic Scholar
STATISTICAL REGRESSION AND CLASSIFICATION Norman Matloff (2017). Boca Raton, FL: Chapman & Hall/ CRC Press. 528 pages, ISBN: 978–1498710916
Jochen Kruppa
20181 citations
Semantic Scholar
Set-Based Test Procedures for the Functional Analysis of Protein Lists from Differential Analysis.
Jochen Kruppa, K. Jung
2016Methods in molecular biology1 citations
Semantic Scholar
Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With€Coronary Artery€Disease
Thomas R. Webb, Jeanette Erdmann, K. Stirrups, N. Stitziel +85 more
1 citations
Semantic Scholar
Novel canine circovirus strains from Thailand: Evidence for genetic recombination
Chutchai Piewbang, W. Jo, C. Puff, E. van der Vries +8 more
2018Scientific Reports0 citations Open access
Semantic Scholar
A simple test identifies selection on complex traits in breeding and experimentally-evolved populations
T. Beissinger, Jochen Kruppa, D. Cavero, N. Ha +2 more
2017bioRxiv0 citations Open access
Semantic Scholar
Coding Variation in ANGPTL4, LPL, and SVEP1 and the Risk of Coronary Disease (vol 374, pg 1134, 2016, Correction)
N. Stitziel, K. Stirrups, N. Masca, J. Erdmann +125 more
20160 citations
Semantic Scholar
University of Dundee Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease
Tom R. Webb, J. Erdmann, K. Stirrups, N. Stitziel +34 more
0 citations
Semantic Scholar

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