Caroline Petitjean
Caroline Petitjean publishes mostly in Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Artificial Intelligence, on topics such as Radiomics and Machine Learning in Medical Imaging, Advanced Image and Video Retrieval Techniques and Medical Image Segmentation Techniques.
- World rank
- #344,940 of 1,633,909 ranked researchers
- Rank in France
- #19,648 of 96,116
- Works
- 56
- Citations
- 159
- Citations per work
- 2.8
What does Caroline Petitjean 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 Recognition35% of their works
- 2Radiology, Nuclear Medicine and Imaging17% of their works
- 3Artificial Intelligence10% of their works
- 4Biomedical Engineering6% of their works
- 5Pulmonary and Respiratory Medicine4% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
- Radiomics and Machine Learning in Medical Imaging
- Advanced Image and Video Retrieval Techniques
- Medical Image Segmentation Techniques
- Image Retrieval and Classification Techniques
- Medical Imaging Techniques and Applications
- Advanced Neural Network Applications
- Handwritten Text Recognition Techniques
- Advanced Radiotherapy Techniques
Which keywords describe Caroline Petitjean's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Texture Analysis, Medical Imaging, Radiomics, Content-Based Image Retrieval, Convolutional Neural Networks and Feature Matching.
- Text Detection
- Handwriting Recognition
- Object Detection
- PET/CT
- Shape Matching
- Local Descriptors
- Feature Matching
- Content-Based Image Retrieval
- Medical Imaging
- Machine Learning
- Deep Learning
- Texture Analysis
- Radiomics
- Convolutional Neural Networks
- Image Segmentation
- Medical Image Analysis
- Imaging
- Image Recognition
- Dosimetry
- Radiotherapy Physics
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 20 words, with their numbers
- Deep Learning133 topics
- Machine Learning112 topics
- Texture Analysis112 topics
- Medical Imaging61 topic
- Radiomics61 topic
- Content-Based Image Retrieval51 topic
- Convolutional Neural Networks52 topics
- Feature Matching51 topic
- Image Segmentation51 topic
- Local Descriptors51 topic
- Medical Image Analysis51 topic
- Shape Matching51 topic
- Imaging41 topic
- PET/CT41 topic
- Image Recognition31 topic
- Object Detection31 topic
- Dosimetry21 topic
- Handwriting Recognition21 topic
- Radiotherapy Physics21 topic
- Text Detection21 topic
Where does Caroline Petitjean work?
Caroline Petitjean's main affiliation in the publication record is Laboratoire d'Informatique, du Traitement de l'Information et des Systèmes, France.
How many publications and citations does Caroline Petitjean have?
Science Explorer counts 56 works and 159 citations for Caroline Petitjean, ranking #344,940 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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