Mattias P. Heinrich
Mattias P. Heinrich publishes mostly in Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Pulmonary and Respiratory Medicine, on topics such as Medical Image Segmentation Techniques, Medical Imaging Techniques and Applications and Advanced Neural Network Applications.
- World rank
- #6,186 of 1,633,909 ranked researchers
- Rank in Germany
- #694 of 86,443
- Works
- 68
- Citations
- 1k
- Citations per work
- 15.0
What does Mattias P. Heinrich 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 Recognition29% of their works
- 2Radiology, Nuclear Medicine and Imaging26% of their works
- 3Pulmonary and Respiratory Medicine9% of their works
- 4Artificial Intelligence6% of their works
- 5Biomedical Engineering5% of their works
- 6Computational Mechanics4% of their works
Research topics
Which keywords describe Mattias P. Heinrich's research?
The keywords of their largest research topics: Deep Learning, Texture Analysis, Medical Image Analysis, Graph Cuts, Image Segmentation, Imaging, PET/CT and Convolutional Neural Networks.
- Transfer Learning
- Domain Adaptation
- Vertebrae Detection
- Unsupervised Learning
- CT Screening
- Medical Imaging
- Convolutional Neural Networks
- Imaging
- Graph Cuts
- Texture Analysis
- Deep Learning
- Medical Image Analysis
- Image Segmentation
- PET/CT
- Image Recognition
- Radiomics
- Lung Cancer
- Spine Segmentation
- Depth Estimation
- Stereo Vision
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 Learning213 topics
- Texture Analysis182 topics
- Medical Image Analysis152 topics
- Graph Cuts121 topic
- Image Segmentation121 topic
- Imaging81 topic
- PET/CT81 topic
- Convolutional Neural Networks61 topic
- Image Recognition61 topic
- Medical Imaging61 topic
- Radiomics61 topic
- CT Screening51 topic
- Lung Cancer51 topic
- Unsupervised Learning42 topics
- Spine Segmentation31 topic
- Vertebrae Detection31 topic
- Depth Estimation21 topic
- Domain Adaptation21 topic
- Stereo Vision21 topic
- Transfer Learning21 topic
Where does Mattias P. Heinrich work?
Mattias P. Heinrich's main affiliation in the publication record is University of Lübeck, Germany.
How many publications and citations does Mattias P. Heinrich have?
Science Explorer counts 68 works and 1,019 citations for Mattias P. Heinrich, ranking #6,186 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.