Michal Sofka
Impact in
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- Medical Image Segmentation Techniques
- Advanced Image and Video Retrieval Techniques
- Health Informatics top 5%
- Artificial Intelligence in Healthcare and Education
Papers in
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- Medical Image Segmentation Techniques 21
- Advanced Image and Video Retrieval Techniques 4
- Advanced Neural Network Applications 3
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- Advanced MRI Techniques and Applications 5
- Retinal Imaging and Analysis 4
- Co-authors
- Charles V. Stewart (9 shared papers)G. Yang (5 shared papers)Chia-Ling Tsai (5 shared papers)Shaohua Kevin Zhou (11 shared papers)Vojtěch Franc (4 shared papers)Jingdan Zhang (7 shared papers)Neil Birkbeck (8 shared papers)Fausto Milletarì (3 shared papers)
- Journals
- Medical Image Analysis (2 papers)IEEE Transactions on Medical Imaging (2 papers)Lecture notes in computer science (16 papers)IEEE Transactions on Biomedical Engineering (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)
- Partner nations
- United StatesGermanyTaiwan
In The Last Decade
Michal Sofka
41 papers receiving 1.3k citations
Peers
Comparison fields: 5 of 78
- Computer Vision and Pattern Recognition 606
- Health Informatics 56
- Radiology, Nuclear Medicine and Imaging 497
- Signal Processing 57
- Biophysics 34
Countries citing papers authored by Michal Sofka
This map shows the geographic impact of Michal Sofka'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 Michal Sofka with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michal Sofka more than expected).
Fields of papers citing papers by Michal Sofka
This network shows the impact of papers produced by Michal Sofka. 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 Michal Sofka. The network helps show where Michal Sofka may publish in the future.
Co-authors
The 25 scholars most cited alongside Michal Sofka, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 42 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2006 | 275 | |
| 2 | 2007 | 213 | |
| 3 | 2007 | 81 | |
| 4 | Optimized invariant representation of network traffic for detecting unseen malware variants | 2016 | 76 |
| 5 | 2023 | 51 | |
| 6 | 2022 | 50 | |
| 7 | 2011 | 48 | |
| 8 | 2011 | 48 | |
| 9 | 2022 | 42 | |
| 10 | 2017 | 33 | |
| 11 | 2007 | 31 | |
| 12 | 2014 | 31 | |
| 13 | 2013 | 27 | |
| 14 | 2008 | 24 | |
| 15 | 2014 | 23 | |
| 16 | 2019 | 23 | |
| 17 | 2017 | 20 | |
| 18 | 2010 | 19 | |
| 19 | 2012 | 19 | |
| 20 | 2015 | 19 |
About Michal Sofka
Michal Sofka is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Signal Processing, Computer Networks and Communications and Health Informatics, having authored 42 papers that have together received 1.3k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (21 papers), Advanced MRI Techniques and Applications (5 papers), Advanced Image and Video Retrieval Techniques (4 papers), Network Security and Intrusion Detection (4 papers), Retinal Imaging and Analysis (4 papers), Advanced Neural Network Applications (3 papers), Advanced Malware Detection Techniques (3 papers) and Adversarial Robustness in Machine Learning (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (606 citations), Health Informatics (56 citations), Radiology, Nuclear Medicine and Imaging (497 citations), Signal Processing (57 citations) and Biophysics (34 citations). Michal Sofka has collaborated with scholars based in United States, Germany and Taiwan. Frequent co-authors include Charles V. Stewart, G. Yang, Chia-Ling Tsai, Shaohua Kevin Zhou, Vojtěch Franc, Jingdan Zhang, Neil Birkbeck, Fausto Milletarì, Seyed Sadegh Mohseni Salehi and Jo Schlemper. Their work appears in journals such as Medical Image Analysis, IEEE Transactions on Medical Imaging, Lecture notes in computer science, IEEE Transactions on Biomedical Engineering and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.