Gregor Urban
Impact in
- Health Informatics top 5%
- Neurology top 5%
- Brain Tumor Detection and Classification
Papers in
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- Protein Structure and Dynamics 4
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- Medical Image Segmentation Techniques 2
- Co-authors
- Pierre Baldi (13 shared papers)Jens Kleesiek (2 shared papers)Martin Bendszus (2 shared papers)Mohit Mittal (3 shared papers)William E. Karnes (4 shared papers)Talal Alkayali (3 shared papers)Farid Jalali (2 shared papers)Priyam Tripathi (2 shared papers)
- Journals
- Gastroenterology (2 papers)Computational and Structural Biotechnology Journal (2 papers)Nature Methods (1 paper)IEEE/ACM Transactions on Computational Biology and Bioinformatics (1 paper)Ophthalmology Glaucoma (1 paper)
- Partner nations
- United StatesGermanyTaiwan
In The Last Decade
Gregor Urban
23 papers receiving 1.5k citations
Gregor Urban's Hit Papers
Peers
Comparison fields: 5 of 140
- Health Informatics 45
- Neurology 226
- Radiology, Nuclear Medicine and Imaging 392
- Computer Vision and Pattern Recognition 377
- Structural Biology 22
Countries citing papers authored by Gregor Urban
This map shows the geographic impact of Gregor Urban'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 Gregor Urban with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gregor Urban more than expected).
Fields of papers citing papers by Gregor Urban
This network shows the impact of papers produced by Gregor Urban. 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 Gregor Urban. The network helps show where Gregor Urban may publish in the future.
Co-authors
The 25 scholars most cited alongside Gregor Urban, 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 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy Hit paper breakdown → | 2018 | 508 |
| 2 | Deep MRI brain extraction: A 3D convolutional neural network for skull stripping Hit paper breakdown → | 2016 | 336 |
| 3 | 2017 | 148 | |
| 4 | Multi-modal Brain Tumor Segmentation using Deep Convolutional Neural Networks | 2014 | 112 |
| 5 | 2016 | 102 | |
| 6 | 1958 | 74 | |
| 7 | 2017 | 74 | |
| 8 | 2018 | 48 | |
| 9 | 2020 | 44 | |
| 10 | 2020 | 39 | |
| 11 | 2020 | 17 | |
| 12 | 2018 | 15 | |
| 13 | 2022 | 11 | |
| 14 | 2017 | 9 | |
| 15 | Analysis of Deep Neural Networks with Extended Data Jacobian Matrix | 2016 | 8 |
| 16 | 2022 | 8 | |
| 17 | 2020 | 8 | |
| 18 | 2021 | 7 | |
| 19 | 2018 | 5 | |
| 20 | Compressing LSTMs into CNNs. | 2015 | 3 |
About Gregor Urban
Gregor Urban is a scholar working on Molecular Biology, Computer Vision and Pattern Recognition, Oncology, Artificial Intelligence and Computational Theory and Mathematics, having authored 24 papers that have together received 1.6k indexed citations. Recurring topics across this work include Protein Structure and Dynamics (4 papers), Colorectal Cancer Screening and Detection (4 papers), Machine Learning in Materials Science (3 papers), Medical Image Segmentation Techniques (2 papers), Computational Drug Discovery Methods (2 papers), Cell Image Analysis Techniques (2 papers), Publishing and Scholarly Communication (1 paper) and Orthopedic Surgery and Rehabilitation (1 paper). The work is most often cited by research in Health Informatics (45 citations), Neurology (226 citations), Radiology, Nuclear Medicine and Imaging (392 citations), Computer Vision and Pattern Recognition (377 citations) and Structural Biology (22 citations). Gregor Urban has collaborated with scholars based in United States, Germany and Taiwan. Frequent co-authors include Pierre Baldi, Jens Kleesiek, Martin Bendszus, Mohit Mittal, William E. Karnes, Talal Alkayali, Farid Jalali, Priyam Tripathi, Armin Biller and Klaus Maier‐Hein. Their work appears in journals such as Gastroenterology, Computational and Structural Biotechnology Journal, Nature Methods, IEEE/ACM Transactions on Computational Biology and Bioinformatics and Ophthalmology Glaucoma.
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.