Mathieu Germain
Impact in
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- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Artificial Intelligence top 2%
- Domain Adaptation and Few-Shot Learning
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Advanced Graph Neural Networks
Papers in
- Surgery 5
- Orthopaedic implants and arthroplasty 2
- Total Knee Arthroplasty Outcomes 2
- Diverticular Disease and Complications 2
- Orthopedic Infections and Treatments 2
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- Abdominal Surgery and Complications 2
- Co-authors
- Iain Murray (1 shared paper)Hugo Larochelle (1 shared paper)Karol Gregor (1 shared paper)John Fisher (2 shared papers)Eileen Ingham (2 shared papers)J.B. Matthews (1 shared paper)M H Stone (1 shared paper)Sophie Williams (1 shared paper)
- Journals
- Nature Communications (1 paper)British Journal of Dermatology (1 paper)Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine (1 paper)Obstetrics and Gynecology (1 paper)Biomaterials (1 paper)
- Partner nations
- FranceUnited StatesUnited Kingdom
In The Last Decade
Mathieu Germain
10 papers receiving 1.9k citations
Mathieu Germain's Hit Papers
Peers
Comparison fields: 5 of 175
- Computer Vision and Pattern Recognition 483
- Artificial Intelligence 704
- Computational Mathematics 7
- Signal Processing 100
- Media Technology 64
Countries citing papers authored by Mathieu Germain
This map shows the geographic impact of Mathieu Germain'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 Mathieu Germain with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mathieu Germain more than expected).
Fields of papers citing papers by Mathieu Germain
This network shows the impact of papers produced by Mathieu Germain. 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 Mathieu Germain. The network helps show where Mathieu Germain may publish in the future.
Co-authors
The 25 scholars most cited alongside Mathieu Germain, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Proceedings of The 32nd International Conference on Machine Learning Hit paper breakdown → | 2015 | 1636 |
| 2 | 2002 | 183 | |
| 3 | 1996 | 50 | |
| 4 | A comparison of the three most common Papanicolaou smear collection techniques. | 1994 | 26 |
| 5 | 2000 | 17 | |
| 6 | [The posterior interparietoperitoneal spaces or retroperitoneal spaces. 1: Normal topographic anatomy]. | 1991 | 12 |
| 7 | 2024 | 10 | |
| 8 | 2024 | 6 | |
| 9 | [The posterior interparieto-peritoneal or retroperitoneal spaces. 2: Pathological x-ray computed tomographic image]. | 1991 | 5 |
| 10 | 1999 | 3 | |
| 11 | [Fournier's syndrome. Gangrene of the external genital organs. General review. New pathogenic hypothesis (author's transl)]. | 1977 | 0 |
About Mathieu Germain
Mathieu Germain is a scholar working on Surgery, Pulmonary and Respiratory Medicine, Epidemiology, Immunology and Infectious Diseases, having authored 11 papers that have together received 1.9k indexed citations. Recurring topics across this work include Abdominal Surgery and Complications (2 papers), Orthopaedic implants and arthroplasty (2 papers), Total Knee Arthroplasty Outcomes (2 papers), Diverticular Disease and Complications (2 papers), Orthopedic Infections and Treatments (2 papers), Amoebic Infections and Treatments (1 paper), Heat shock proteins research (1 paper) and FOXO transcription factor regulation (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (483 citations), Artificial Intelligence (704 citations), Computational Mathematics (7 citations), Signal Processing (100 citations) and Media Technology (64 citations). Mathieu Germain has collaborated with scholars based in France, United States and United Kingdom. Frequent co-authors include Iain Murray, Hugo Larochelle, Karol Gregor, John Fisher, Eileen Ingham, J.B. Matthews, M H Stone, Sophie Williams, Aurélie Hatton and Henry G. Skelton. Their work appears in journals such as Nature Communications, British Journal of Dermatology, Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine, Obstetrics and Gynecology and Biomaterials.
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.