Holger R. Roth
Holger R. Roth publishes mostly in Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition and Artificial Intelligence, on topics such as Radiomics and Machine Learning in Medical Imaging, Medical Image Segmentation Techniques and AI in cancer detection.
- World rank
- #35,398 of 1,633,909 ranked researchers
- Rank in United States
- #16,434 of 358,040
- Works
- 63
- Citations
- 471
- Citations per work
- 7.5
What does Holger R. Roth research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Radiology, Nuclear Medicine and Imaging27% of their works
- 2Computer Vision and Pattern Recognition23% of their works
- 3Artificial Intelligence22% of their works
- 4Biomedical Engineering5% of their works
- 5Oncology5% of their works
- 6Pulmonary and Respiratory Medicine4% of their works
Research topics
Which keywords describe Holger R. Roth's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Texture Analysis, Convolutional Neural Networks, Medical Imaging, Medical Image Analysis, Quantitative Analysis and Radiomics.
- Domain Adaptation
- Imaging
- Differential Privacy
- COVID-19
- Image Recognition
- Computer-Aided Detection
- Image Segmentation
- Radiomics
- Medical Image Analysis
- Convolutional Neural Networks
- Machine Learning
- Deep Learning
- Texture Analysis
- Medical Imaging
- Quantitative Analysis
- Graph Cuts
- Transfer Learning
- Histopathology Images
- Object Detection
- Chest X-Ray
- Federated Learning
- PET/CT
- Few-Shot 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 23 words, with their numbers
- Deep Learning264 topics
- Machine Learning213 topics
- Texture Analysis202 topics
- Convolutional Neural Networks173 topics
- Medical Imaging162 topics
- Medical Image Analysis152 topics
- Quantitative Analysis111 topic
- Radiomics111 topic
- Graph Cuts91 topic
- Image Segmentation91 topic
- Transfer Learning72 topics
- Computer-Aided Detection61 topic
- Histopathology Images61 topic
- Image Recognition61 topic
- Object Detection61 topic
- COVID-1951 topic
- Chest X-Ray51 topic
- Differential Privacy41 topic
- Federated Learning41 topic
- Imaging31 topic
- PET/CT31 topic
- Domain Adaptation21 topic
- Few-Shot Learning21 topic
Where does Holger R. Roth work?
Holger R. Roth's main affiliation in the publication record is Nvidia (United States), United States.
How many publications and citations does Holger R. Roth have?
Science Explorer counts 63 works and 471 citations for Holger R. Roth, ranking #35,398 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.