Jochen Kruppa

3.7k total citations · 1 hit paper
47 papers, 2.0k citations indexed

About

Jochen Kruppa is a scholar working on Molecular Biology, Genetics and Critical Care and Intensive Care Medicine. According to data from OpenAlex, Jochen Kruppa has authored 47 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Molecular Biology, 10 papers in Genetics and 8 papers in Critical Care and Intensive Care Medicine. Recurrent topics in Jochen Kruppa's work include Intensive Care Unit Cognitive Disorders (8 papers), Gene expression and cancer classification (5 papers) and Bioinformatics and Genomic Networks (5 papers). Jochen Kruppa is often cited by papers focused on Intensive Care Unit Cognitive Disorders (8 papers), Gene expression and cancer classification (5 papers) and Bioinformatics and Genomic Networks (5 papers). Jochen Kruppa collaborates with scholars based in Germany, United States and Netherlands. Jochen Kruppa's co-authors include Inke R. König, Silke Janitza, Anne‐Laure Boulesteix, Andreas Ziegler, James D. Malley, Alexandra Schwarz, Gerhard Arminger, Klaus Jung, Karen G. Malley and Abhijit Dasgupta and has published in prestigious journals such as Bioinformatics, PLoS ONE and Scientific Reports.

In The Last Decade

Jochen Kruppa

47 papers receiving 2.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2012 618 citations Jochen Kruppa, Inke R. König et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jochen Kruppa Germany	22	310	281	189	162	139	47	2.0k
Not Available Not Available India	29	541 1.7×	102 0.4×	350 1.9×	44 0.3×	239 1.7×	270	4.5k
Daniel J. Stekhoven Switzerland	13	605 2.0×	644 2.3×	272 1.4×	49 0.3×	130 0.9×	26	4.4k
Liz Cheek United Kingdom	15	258 0.8×	116 0.4×	82 0.4×	51 0.3×	85 0.6×	29	2.9k
Benjamin Reiser Israel	29	335 1.1×	383 1.4×	104 0.6×	67 0.4×	98 0.7×	87	4.2k
Markus Neuhäuser Germany	36	369 1.2×	145 0.5×	184 1.0×	90 0.6×	83 0.6×	143	4.7k
Viv Bewick United Kingdom	11	256 0.8×	121 0.4×	76 0.4×	40 0.2×	75 0.5×	14	2.5k
Richard Taylor Australia	20	284 0.9×	79 0.3×	127 0.7×	24 0.1×	73 0.5×	89	3.3k
Frank Konietschke Germany	28	229 0.7×	120 0.4×	116 0.6×	74 0.5×	237 1.7×	118	3.6k
Takaya Saito Norway	12	790 2.5×	797 2.8×	116 0.6×	16 0.1×	78 0.6×	23	3.1k
Gillian Z. Heller Australia	28	73 0.2×	244 0.9×	56 0.3×	33 0.2×	96 0.7×	121	3.4k

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-authorship network of co-authors of Jochen Kruppa

This figure shows the co-authorship network connecting the top 25 collaborators of Jochen Kruppa. A scholar is included among the top collaborators of Jochen Kruppa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jochen Kruppa. Jochen Kruppa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Kohl, Simon H., Christian Gerloff, Laura Bell, et al.. (2023). Revealing the neurobiology underlying interpersonal neural synchronization with multimodal data fusion. Neuroscience & Biobehavioral Reviews. 146. 105042–105042. 25 indexed citations

Kirschner, Karin M., Simon Kelterborn, Stefanie Endesfelder, et al.. (2022). Adaptation of the Oxygen Sensing System during Lung Development. Oxidative Medicine and Cellular Longevity. 2022(1). 9714669–9714669. 4 indexed citations

Spies, Claudia, et al.. (2022). The association of chronic pain and postoperative delirium: a prospective observational cohort study. Minerva Anestesiologica. 89(5). 377–386. 2 indexed citations

Kruppa, Jochen, et al.. (2021). Estimands in epigenome-wide association studies. Clinical Epigenetics. 13(1). 98–98. 12 indexed citations

Heinrich, Maria, Anika Müller, Rudolf Mörgeli, et al.. (2021). Preoperative Comparison of Three Anticholinergic Drug Scales in Older Adult Patients and Development of Postoperative Delirium: A Prospective Observational Study. Drugs & Aging. 38(4). 347–354. 11 indexed citations

Ritschl, Paul Viktor, Tomasz Dziodzio, Maximilian Jara, et al.. (2020). The Effects of MELD-Based Liver Allocation on Patient Survival and Waiting List Mortality in a Country with a Low Donation Rate. Journal of Clinical Medicine. 9(6). 1929–1929. 8 indexed citations

Feinkohl, Insa, Carola G. Schipke, Jochen Kruppa, et al.. (2020). Plasma Amyloid Concentration in Alzheimer’s Disease: Performance of a High-Throughput Amyloid Assay in Distinguishing Alzheimer’s Disease Cases from Controls. Journal of Alzheimer s Disease. 74(4). 1285–1294. 25 indexed citations

Li, Yimin, Marcus Beck, Lili Chen, et al.. (2020). A FDG-PET radiomics signature detects esophageal squamous cell carcinoma patients who do not benefit from chemoradiation. Scientific Reports. 10(1). 17671–17671. 14 indexed citations

Mörgeli, Rudolf, et al.. (2019). Validation of 3-minute diagnostic interview for CAM-defined Delirium to detect postoperative delirium in the recovery room. European Journal of Anaesthesiology. 36(9). 683–687. 24 indexed citations

10.

Koch, Susanne, et al.. (2019). Emergence delirium in children is not related to intraoperative burst suppression – prospective, observational electrography study. BMC Anesthesiology. 19(1). 146–146. 22 indexed citations

11.

Kruppa, Jochen, et al.. (2018). A Simple Test Identifies Selection on Complex Traits. Genetics. 209(1). 321–333. 14 indexed citations

12.

Blaschke, Martina, et al.. (2018). 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. Journal of Clinical & Translational Endocrinology. 13. 26–38. 7 indexed citations

13.

Piewbang, Chutchai, Wendy K. Jo, Christina Puff, et al.. (2018). Novel canine circovirus strains from Thailand: Evidence for genetic recombination. Scientific Reports. 8(1). 7524–7524. 56 indexed citations

14.

Kruppa, Jochen & Klaus Jung. (2017). Automated multigroup outlier identification in molecular high-throughput data using bagplots and gemplots. BMC Bioinformatics. 18(1). 232–232. 30 indexed citations

15.

Kruppa, Jochen, Erhard van der Vries, Wendy K. Jo, et al.. (2017). kmerPyramid: an interactive visualization tool for nucleobase and k-mer frequencies. Bioinformatics. 33(19). 3115–3116. 1 indexed citations

16.

Kruppa, Jochen, Bernd Lepenies, & Klaus Jung. (2017). A genetic algorithm for simulating correlated binary data from biomedical research. Computers in Biology and Medicine. 92. 1–8. 10 indexed citations

17.

Hellenkamp, Kristian, Jochen Kruppa, M Faßhauer, et al.. (2016). Early pneumonia and timing of antibiotic therapy in patients after nontraumatic out-of-hospital cardiac arrest. Critical Care. 20(1). 31–31. 31 indexed citations

18.

Kruppa, Jochen, et al.. (2014). Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications. Biometrical Journal. 56(4). 564–583. 39 indexed citations

19.

Emmert, Steffen, Jochen Kruppa, Steffen Schubert, et al.. (2012). No association of vitamin D metabolism-related polymorphisms and melanoma risk as well as melanoma prognosis: a case–control study. Archives of Dermatological Research. 304(5). 353–361. 23 indexed citations

20.

Malley, James D., Jochen Kruppa, Abhijit Dasgupta, Karen G. Malley, & Andreas Ziegler. (2011). Probability Machines. Methods of Information in Medicine. 51(1). 74–81. 174 indexed citations

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.

Explore authors with similar magnitude of impact