Philipp Koch

2.7k total citations · 1 hit paper
53 papers, 1.2k citations indexed

About

Philipp Koch is a scholar working on Cognitive Neuroscience, Biomedical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Philipp Koch has authored 53 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Cognitive Neuroscience, 13 papers in Biomedical Engineering and 11 papers in Computer Vision and Pattern Recognition. Recurrent topics in Philipp Koch's work include Functional Brain Connectivity Studies (12 papers), Muscle activation and electromyography studies (11 papers) and Advanced Neuroimaging Techniques and Applications (11 papers). Philipp Koch is often cited by papers focused on Functional Brain Connectivity Studies (12 papers), Muscle activation and electromyography studies (11 papers) and Advanced Neuroimaging Techniques and Applications (11 papers). Philipp Koch collaborates with scholars based in Germany, Switzerland and United Kingdom. Philipp Koch's co-authors include Friedhelm C. Hummel, Alfred Mertins, Huy Phan, Oliver Y. Chén, Maarten De Vos, Adrian G. Guggisberg, Cathrin M. Buetefisch, Marco Maaß, Robert Schulz and Kaare B. Mikkelsen and has published in prestigious journals such as SHILAP Revista de lepidopterología, NeuroImage and Brain.

In The Last Decade

Philipp Koch

51 papers receiving 1.1k 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.

SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification

2022 170 citations Huy Phan, Kaare B. Mikkelsen et al. IEEE Transactions on Biomedical Engineering profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Philipp Koch Germany	16	631	262	235	203	171	53	1.2k
Mingguo Qiu China	21	586 0.9×	127 0.5×	373 1.6×	133 0.7×	102 0.6×	54	1.3k
Nobuki Murayama Japan	18	1.1k 1.7×	235 0.9×	118 0.5×	260 1.3×	49 0.3×	76	2.0k
Hongzhi Qi China	26	1.7k 2.6×	81 0.3×	102 0.4×	331 1.6×	63 0.4×	124	2.0k
Luay Fraiwan Jordan	22	567 0.9×	43 0.2×	334 1.4×	291 1.4×	31 0.2×	64	1.7k
Lynne V. Gauthier United States	22	501 0.8×	232 0.9×	165 0.7×	111 0.5×	659 3.9×	38	1.6k
Oldřich Vyšata Czechia	24	411 0.7×	40 0.2×	137 0.6×	520 2.6×	51 0.3×	106	1.5k
Catherine M. Sweeney‐Reed Germany	22	725 1.1×	112 0.4×	52 0.2×	211 1.0×	47 0.3×	57	1.2k
Farzad Towhidkhah Iran	19	588 0.9×	221 0.8×	80 0.3×	395 1.9×	27 0.2×	147	1.5k
John A. Buford United States	24	804 1.3×	411 1.6×	103 0.4×	565 2.8×	227 1.3×	47	1.7k

Countries citing papers authored by Philipp Koch

Since Specialization

Citations

This map shows the geographic impact of Philipp Koch'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 Philipp Koch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Philipp Koch more than expected).

Fields of papers citing papers by Philipp Koch

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Philipp Koch. 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 Philipp Koch. The network helps show where Philipp Koch may publish in the future.

Co-authorship network of co-authors of Philipp Koch

This figure shows the co-authorship network connecting the top 25 collaborators of Philipp Koch. A scholar is included among the top collaborators of Philipp Koch 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 Philipp Koch. Philipp Koch is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Koch, Philipp, Benedikt M. Frey, Nora Petersen, et al.. (2025). Neurotransmitter-informed connectivity maps and their application for outcome inference after stroke. Brain. 148(11). 3935–3945. 2 indexed citations

Neumann, Alexander, Nora Petersen, Christine Matthis, et al.. (2025). Sex Differences in Prognostic Markers: Exploring Outcome Variability After Mechanical Thrombectomy in Large Vessel Occlusion Stroke. Journal of Clinical Medicine. 14(21). 7855–7855.

Frey, Benedikt M., Jan Feldheim, Lukas Frontzkowski, et al.. (2025). Localized network damage related to white matter hyperintensities is linked to worse outcome after severe stroke. Neurological Research and Practice. 7(1). 57–57. 1 indexed citations

Weißbach, Anne, Johanna Geritz, Stephan Wolff, et al.. (2025). Differential resting-state functional connectivity patterns in functional movement disorders: Evidence for gait-disorder-specific aberrations. NeuroImage Clinical. 48. 103850–103850.

Schulz, Stephanie, Elda Fischi-Gómez, Gabriel Girard, et al.. (2024). White adipose tissue distribution and amount are associated with increased white matter connectivity. Human Brain Mapping. 45(5). e26654–e26654. 2 indexed citations

Frontzkowski, Lukas, Benedikt M. Frey, Hanna Braaß, et al.. (2024). Frontoparietal Structural Network Disconnections Correlate With Outcome After a Severe Stroke. Human Brain Mapping. 45(16). e70060–e70060. 4 indexed citations

Matthis, Christine, Alexander Neumann, Robert Schulz, et al.. (2024). The lesion core extent modulates the impact of early perfusion mismatch imaging on outcome variability after thrombectomy in stroke. Frontiers in Neurology. 15. 1366240–1366240. 2 indexed citations

Beanato, Elena, Sylvain Harquel, Julie Hervé, et al.. (2023). Novel personalized treatment strategy for patients with chronic stroke with severe upper-extremity impairment: The first patient of the AVANCER trial. Med. 4(9). 591–599.e3. 2 indexed citations

Koch, Philipp, Peter Schramm, Lukas Frontzkowski, et al.. (2023). Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome After Thrombectomy in Stroke. Stroke. 54(12). 3081–3089. 6 indexed citations

10.

Koch, Philipp, Gabriel Girard, Elena Beanato, et al.. (2022). Evaluating reproducibility and subject-specificity of microstructure-informed connectivity. NeuroImage. 258. 119356–119356. 8 indexed citations

11.

Phan, Huy, Kaare B. Mikkelsen, Oliver Y. Chén, et al.. (2022). SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Transactions on Biomedical Engineering. 69(8). 2456–2467. 170 indexed citations breakdown →

12.

Koch, Philipp, Chang-Hyun Park, Gabriel Girard, et al.. (2021). Disconnectomics of the Rich Club Impacts Motor Recovery After Stroke. Stroke. 52(6). 2115–2124. 10 indexed citations

13.

Koch, Philipp, Chang-Hyun Park, Gabriel Girard, et al.. (2021). The structural connectome and motor recovery after stroke: predicting natural recovery. Brain. 144(7). 2107–2119. 46 indexed citations

14.

Machner, Björn, Philipp Koch, Tobias Bäumer, et al.. (2021). Resting-state functional connectivity in the attention networks is not altered by offline theta-burst stimulation of the posterior parietal cortex or the temporo-parietal junction as compared to a vertex control site. SHILAP Revista de lepidopterología. 1(2). 100013–100013. 1 indexed citations

15.

Phan, Huy, Oliver Y. Chén, Philipp Koch, et al.. (2020). Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Transactions on Biomedical Engineering. 68(6). 1787–1798. 110 indexed citations

16.

Wessel, Maximilian J., Chang-Hyun Park, Pablo Maceira-Elvira, et al.. (2020). Cerebellar transcranial alternating current stimulation in the gamma range applied during the acquisition of a novel motor skill. Scientific Reports. 10(1). 11217–11217. 35 indexed citations

17.

Guggisberg, Adrian G., Philipp Koch, Friedhelm C. Hummel, & Cathrin M. Buetefisch. (2019). Brain networks and their relevance for stroke rehabilitation. Clinical Neurophysiology. 130(7). 1098–1124. 151 indexed citations

18.

Mazur, Radoslaw, et al.. (2018). A Compressed Sensing Framework for Dynamic Sound-Field Measurements. IEEE/ACM Transactions on Audio Speech and Language Processing. 26(11). 1962–1975. 12 indexed citations

19.

Koch, Philipp, et al.. (2018). Recurrent Neural Network Based Early Prediction of Future Hand Movements. PubMed. 2018. 4710–4713. 19 indexed citations

20.

Schulz, Robert, Philipp Koch, Máximo Zimerman, et al.. (2015). Parietofrontal motor pathways and their association with motor function after stroke. Brain. 138(7). 1949–1960. 91 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.

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