Concepedia

Jochen Kruppa

JK

37

Publications

3K

Citations

25

H-Index

2011

Active since

Affiliations

Charité - Universitätsmedizin Berlin(Current)

Berlin Institute of Health at Charité - Universitätsmedizin Berlin

Humboldt-Universität zu Berlin

Freie Universität Berlin

University of Veterinary Medicine Hannover, Foundation

Jochen Kruppa is an author at Charité - Universitätsmedizin Berlin specializing in medicine, engineering, and bioinformatics.

ORCID

Top concepts

Publications per year

2011–2023

37

Publications

37

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Anne‐Laure Boulesteix, Silke Janitza, Jochen Kruppa et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 891 citations · Full text

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Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease

Tom R. Webb, Jeanette Erdmann, Kathleen Stirrups et al. · Journal of the American College of Cardiology · 2017 · 261 citations · Full text

Probability Machines

James D. Malley, Jochen Kruppa, Abhijit Dasgupta et al. · Methods of Information in Medicine · 2011 · 236 citations

Consumer credit risk: Individual probability estimates using machine learning

Jochen Kruppa, Alexandra Schwarz, Gerhard Arminger et al. · Expert Systems with Applications · 2013 · 188 citations

, , +5

Large-scale genome-wide analysis identifies genetic variants associated with cardiac structure and function

Philipp S. Wild, Janine F. Felix, Arne Schillert et al. · Journal of Clinical Investigation · 2017 · 135 citations · Full text

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