Marco Loog
Impact in
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- Digital Imaging for Blood Diseases
- Face and Expression Recognition
- Image Retrieval and Classification Techniques
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- Retinal Imaging and Analysis
- Radiomics and Machine Learning in Medical Imaging
- COVID-19 diagnosis using AI
Papers in
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- Face and Expression Recognition 23
- Image Retrieval and Classification Techniques 21
- Advanced Image and Video Retrieval Techniques 15
- Medical Image Segmentation Techniques 10
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- Machine Learning and Data Classification 22
- AI in cancer detection 13
- Machine Learning and Algorithms 12
- Co-authors
- Bram van Ginneken (12 shared papers)Wouter M. Kouw (6 shared papers)Robert P. W. Duin (21 shared papers)Meindert Niemeijer (2 shared papers)Michael D. Abràmoff (2 shared papers)Reinhold Haeb‐Umbach (4 shared papers)Mikkel B. Stegmann (1 shared paper)Joes Staal (1 shared paper)
- Journals
- Pattern Recognition (14 papers)Pattern Recognition Letters (7 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (7 papers)Medical Image Analysis (4 papers)IEEE Transactions on Medical Imaging (3 papers)
- Partner nations
- NetherlandsDenmarkItaly
In The Last Decade
Marco Loog
131 papers receiving 4.0k citations
Hit Papers
Peers
Comparison fields: 5 of 182
- Computer Vision and Pattern Recognition 1.8k
- Radiology, Nuclear Medicine and Imaging 1.5k
- Ophthalmology 485
- Artificial Intelligence 1.4k
- Media Technology 320
Countries citing papers authored by Marco Loog
This map shows the geographic impact of Marco Loog'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 Marco Loog with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marco Loog more than expected).
Fields of papers citing papers by Marco Loog
This network shows the impact of papers produced by Marco Loog. 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 Marco Loog. The network helps show where Marco Loog may publish in the future.
Co-authors
The 25 scholars most cited alongside Marco Loog, 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 141 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Comparative study of retinal vessel segmentation methods on a new publicly available database Hit paper breakdown → | 2004 | 585 |
| 2 | A Review of Domain Adaptation without Target Labels Hit paper breakdown → | 2019 | 374 |
| 3 | 2005 | 362 | |
| 4 | 2001 | 329 | |
| 5 | 2016 | 289 | |
| 6 | 2009 | 176 | |
| 7 | 2005 | 120 | |
| 8 | 2010 | 98 | |
| 9 | 2009 | 95 | |
| 10 | 2022 | 91 | |
| 11 | 2014 | 89 | |
| 12 | 2018 | 82 | |
| 13 | 2010 | 72 | |
| 14 | 2014 | 68 | |
| 15 | 2006 | 46 | |
| 16 | 2019 | 45 | |
| 17 | 2016 | 39 | |
| 18 | 2010 | 39 | |
| 19 | 2008 | 36 | |
| 20 | 2012 | 35 |
About Marco Loog
Marco Loog is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Media Technology and Pulmonary and Respiratory Medicine, having authored 141 papers that have together received 4.2k indexed citations. Recurring topics across this work include Face and Expression Recognition (23 papers), Machine Learning and Data Classification (22 papers), Image Retrieval and Classification Techniques (21 papers), Advanced Image and Video Retrieval Techniques (15 papers), AI in cancer detection (13 papers), Remote-Sensing Image Classification (12 papers), Machine Learning and Algorithms (12 papers) and Medical Image Segmentation Techniques (10 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.8k citations), Radiology, Nuclear Medicine and Imaging (1.5k citations), Ophthalmology (485 citations), Artificial Intelligence (1.4k citations) and Media Technology (320 citations). Marco Loog has collaborated with scholars based in Netherlands, Denmark and Italy. Frequent co-authors include Bram van Ginneken, Wouter M. Kouw, Robert P. W. Duin, Meindert Niemeijer, Michael D. Abràmoff, Reinhold Haeb‐Umbach, Mikkel B. Stegmann, Joes Staal, Yazhou Yang and David M. J. Tax. Their work appears in journals such as Pattern Recognition, Pattern Recognition Letters, IEEE Transactions on Pattern Analysis and Machine Intelligence, Medical Image Analysis and IEEE Transactions on Medical Imaging.
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.