Jan M. Köhler
- Artificial Intelligence top 5%
- Computer Vision and Pattern Recognition top 5%
- Radiology, Nuclear Medicine and Imaging top 10%
- Ophthalmology top 5%
- Control and Systems Engineering
- Topics
- Imbalanced Data Classification Techniques (2 papers)Retinal Imaging and Analysis (1 paper)Domain Adaptation and Few-Shot Learning (1 paper)
In The Last Decade
Jan M. Köhler
2 papers receiving 421 citations
Hit Papers
Peers
Comparison fields: 5 of 74
- Artificial Intelligence 251
- Computer Vision and Pattern Recognition 167
- Radiology, Nuclear Medicine and Imaging 134
- Ophthalmology 68
- Control and Systems Engineering 25
Countries citing papers authored by Jan M. Köhler
This map shows the geographic impact of Jan M. Köhler'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 Jan M. Köhler with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jan M. Köhler more than expected).
Fields of papers citing papers by Jan M. Köhler
This network shows the impact of papers produced by Jan M. Köhler. 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 Jan M. Köhler. The network helps show where Jan M. Köhler may publish in the future.
Co-authorship network of co-authors of Jan M. Köhler
This figure shows the co-authorship network connecting the top 25 collaborators of Jan M. Köhler. A scholar is included among the top collaborators of Jan M. Köhler 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 Jan M. Köhler. Jan M. Köhler is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | The Power of Ensembles for Active Learning in Image Classificationbreakdown → | 336 |
| 2 | 100 |
About Jan M. Köhler
Jan M. Köhler is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, having authored 2 papers that have together received 436 indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (2 papers), Retinal Imaging and Analysis (1 paper) and Domain Adaptation and Few-Shot Learning (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (167 citations), Artificial Intelligence (251 citations) and Ophthalmology (68 citations). Jan M. Köhler has collaborated with scholars based in Germany and India. Frequent co-authors include Tim Genewein, Andreas Nürnberger, William Beluch, René Grzeszick, Gernot A. Fink and Michael Hirsch.
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.