Axel Wismüller

3.3k citations
129 papers · 1.9k indexed · h-index 32
Topics
Functional Brain Connectivity Studies (44 papers)Advanced MRI Techniques and Applications (32 papers)Radiomics and Machine Learning in Medical Imaging (23 papers)

In The Last Decade

Axel Wismüller

121 papers receiving 1.9k citations

Peers

Axel Wismüller
Comparison fields: 5 of 131
  • Radiology, Nuclear Medicine and Imaging 1.1k
  • Cognitive Neuroscience 698
  • Artificial Intelligence 486
  • Computer Vision and Pattern Recognition 292
  • Biomedical Engineering 237
Replace J. Ross Mitchell with:
J. Ross Mitchell Canada
Anna Vilanova Netherlands
Horst K. Hahn Germany
Peter Stanchev United States
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Wei Shao China
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Citations per field
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J. Ross Mitchell · 1×
Citations per year

Countries citing papers authored by Axel Wismüller

Since Specialization
Citations

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

Fields of papers citing papers by Axel Wismüller

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Axel Wismüller

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

All Works

20 of 20 papers shown
#WorkIndexed citations
1 2
2 1
3 1
4 1
5 39
6 7
7 11
8 4
9 1
10 45
11 44
12
A computational framework for exploratory data analysis.
7
13
The Exploration Machine - A Novel Method for Structure-Preserving Dimensionality Reduction
11
14
Tumour feature analysis with unsupervised machine learning
2
15
A hyperbolic topographic mapping for proximity data
10
16
Theory and applications of neural maps.
4
17
A Segmentation and Analysis Method for MRI Data of the Human Vocal Tract.
6
18
Exploratory Data Analysis in Medicine and Bioinformatics.
2
19
Analysis of dynamic perfusion MRI data by neural networks.
1
20
A neural network approach to adaptive pattern analysis - the deformable feature map.
9

About Axel Wismüller

Axel Wismüller is a scholar working on Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience and Health Informatics, having authored 129 papers that have together received 1.9k indexed citations. Recurring topics across this work include Functional Brain Connectivity Studies (44 papers), Advanced MRI Techniques and Applications (32 papers) and Radiomics and Machine Learning in Medical Imaging (23 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (1.1k citations), Cognitive Neuroscience (698 citations) and Virology (76 citations). Axel Wismüller has collaborated with scholars based in United States, Germany and France. Frequent co-authors include Anas Z. Abidin, Adora M. DSouza, Mahesh Nagarajan, Anke Meyer‐Baese, Gerda Leinsinger, Markus Huber, Oliver Lange, Maximilian F. Reiser, Dorothee P. Auer and Tim W. Nattkemper. Their work appears in journals such as PLoS ONE, NeuroImage and Scientific Reports.

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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