Jochen Kruppa

65 papers receiving 2.2k citations

Jochen Kruppa's Hit Papers

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics 2012 · 665 citations
6650+4+9Years since publication200400600

Peers

Jochen Kruppa
Comparison fields: 5 of 200
  • Critical Care and Intensive Care Medicine 197
  • Health Informatics 16
  • Health Information Management 49
  • Developmental Neuroscience 41
  • Accounting 124
Replace Alexander Hapfelmeier with:
Alexander Hapfelmeier Germany
Markus Neuhäuser Germany
Tae Kyun Kim South Korea
Kurt Ulm Germany
Irene L. Hudson Australia
Peter B. Imrey United States
Liz Cheek United Kingdom
Tao Li China
Francis Sahngun Nahm South Korea
Changyong Feng United States
Jochen Kruppa relative to Alexander Hapfelmeier Germany Alexander Hapfelmeier's profile →
Citations per field
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Citations per year

Countries citing papers authored by Jochen Kruppa

Since Specialization
Citations

This map shows the geographic impact of Jochen Kruppa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jochen Kruppa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jochen Kruppa more than expected).

Fields of papers citing papers by Jochen Kruppa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jochen Kruppa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jochen Kruppa. The network helps show where Jochen Kruppa may publish in the future.

Co-authors

The 25 scholars most cited alongside Jochen Kruppa, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jochen Kruppa Line = papers co-authored together Jochen Kruppa links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 67 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
Hit paper breakdown →
2012665
2 2011186
3 2013150
4 2012121
5 201994
6 202078
7 202075
8 201471
9 201859
10 201856
11 201442
12 201842
13 201635
14 201632
15 202330
16 201730
17 201829
18 201927
19 202025
20
Perioperative Electroencephalogram Spectral Dynamics Related to Postoperative Delirium in Older Patients
202124

About Jochen Kruppa

Jochen Kruppa is a scholar working on Critical Care and Intensive Care Medicine, Molecular Biology, Surgery, Genetics and Cognitive Neuroscience, having authored 67 papers that have together received 2.3k indexed citations. Recurring topics across this work include Intensive Care Unit Cognitive Disorders (12 papers), Gene expression and cancer classification (5 papers), Bioinformatics and Genomic Networks (5 papers), Functional Brain Connectivity Studies (4 papers), Anesthesia and Sedative Agents (4 papers), Optical Imaging and Spectroscopy Techniques (3 papers), EEG and Brain-Computer Interfaces (3 papers) and Cardiac, Anesthesia and Surgical Outcomes (2 papers). The work is most often cited by research in Critical Care and Intensive Care Medicine (197 citations), Health Informatics (16 citations), Health Information Management (49 citations), Developmental Neuroscience (41 citations) and Accounting (124 citations). Jochen Kruppa has collaborated with scholars based in Germany, Netherlands and United States. Frequent co-authors include Inke R. König, Silke Janitza, Anne‐Laure Boulesteix, Andreas Ziegler, James D. Malley, Alexandra Schwarz, Gerhard Arminger, Karen G. Malley, Abhijit Dasgupta and Klaus Jung. Their work appears in journals such as BMC Anesthesiology, Scientific Reports, Journal of Clinical Medicine, Clinical Epigenetics and Journal of Visualized Experiments.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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