Christian Desrosiers
Christian Desrosiers publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Advanced Neural Network Applications, Medical Image Segmentation Techniques and AI in cancer detection.
- World rank
- #208,473 of 1,633,909 ranked researchers
- Rank in Canada
- #7,245 of 38,960
- Works
- 81
- Citations
- 405
- Citations per work
- 5.0
What does Christian Desrosiers research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition28% of their works
- 2Artificial Intelligence15% of their works
- 3Radiology, Nuclear Medicine and Imaging13% of their works
- 4Pediatrics, Perinatology and Child Health5% of their works
- 5Biomedical Engineering4% of their works
- 6Information Systems3% of their works
Research topics
- Advanced Neural Network Applications
- Medical Image Segmentation Techniques
- AI in cancer detection
- Advanced Neuroimaging Techniques and Applications
- Radiomics and Machine Learning in Medical Imaging
- Domain Adaptation and Few-Shot Learning
- Advanced Image and Video Retrieval Techniques
- Neonatal and fetal brain pathology
Which keywords describe Christian Desrosiers's research?
The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Medical Image Analysis, Texture Analysis, Machine Learning, Graph Cuts, Image Recognition and Image Segmentation.
- Neonatal Encephalopathy
- Hypoxic-Ischemic Encephalopathy
- Domain Adaptation
- Medical Imaging
- Histopathology Images
- Computer-Aided Detection
- Image Segmentation
- Graph Cuts
- Texture Analysis
- Convolutional Neural Networks
- Deep Learning
- Medical Image Analysis
- Machine Learning
- Image Recognition
- Object Detection
- Diffusion MRI
- White Matter
- Radiomics
- Feature Matching
- Local Descriptors
- Transfer Learning
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Deep Learning244 topics
- Convolutional Neural Networks132 topics
- Medical Image Analysis132 topics
- Texture Analysis122 topics
- Machine Learning112 topics
- Graph Cuts71 topic
- Image Recognition71 topic
- Image Segmentation71 topic
- Object Detection71 topic
- Computer-Aided Detection61 topic
- Diffusion MRI61 topic
- Histopathology Images61 topic
- White Matter61 topic
- Medical Imaging51 topic
- Radiomics51 topic
- Domain Adaptation41 topic
- Feature Matching41 topic
- Hypoxic-Ischemic Encephalopathy41 topic
- Local Descriptors41 topic
- Neonatal Encephalopathy41 topic
- Transfer Learning41 topic
Where does Christian Desrosiers work?
Christian Desrosiers's main affiliation in the publication record is École de Technologie Supérieure, Canada.
How many publications and citations does Christian Desrosiers have?
Science Explorer counts 81 works and 405 citations for Christian Desrosiers, ranking #208,473 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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