Jochen Kruppa

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 · 925 citations · Full text

Computing, Bioinformatics, Biostatistics +9

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 · 266 citations · Full text

Life Sciences, Cardiology, Genetics +17

Probability Machines

James D. Malley, Jochen Kruppa, Abhijit Dasgupta et al. · Methods of Information in Medicine · 2011 · 251 citations

Computing, Biostatistics, Computer Science +17

Consumer credit risk: Individual probability estimates using machine learning

Jochen Kruppa, Alexandra Schwarz, Gerhard Arminger et al. · Expert Systems with Applications · 2013 · 197 citations

Computing, Finance, Risk Management +16

Instruments to measure outcomes of post-intensive care syndrome in outpatient care settings – Results of an expert consensus and feasibility field test

Claudia Spies, Henning Krampe, Nicolas Paul et al. · Journal of the Intensive Care Society · 2020 · 140 citations · Full text

Pharmacy, Critical Care Nursing, Clinical Decision Support +16