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Researcher · Nvidia (United States) · United States

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, Advanced Neural Network Applications and Medical Image Segmentation Techniques.

ORCID 0000-0002-3662-8743 OpenAlex
World rank
#167,357
of 7,710,434 ranked researchers
Rank in United States
#62,715
of 1,627,098
Works
269
Citations
24k
Citations per work
87.9
h-index
54
i10-index 125Top 1.9% in Radiology, Nuclear Medicine and Imaging
Holger R. Roth

What does Holger R. Roth research?

Holger R. Roth's work is mostly in Computer Science (41%), Medicine (35%), Engineering (6%).

Physical Sciences: 128 works · 47.4% of their workComputer Science: 111 works · 41.4% of their workComputer Vision and Pattern Recognition: 58 works · 21.7% of their workArtificial Intelligence: 53 works · 19.7% of their workEngineering: 16 works · 6.0% of their workBiomedical Engineering: 16 works · 6.0% of their workHealth Sciences: 94 works · 34.9% of their workMedicine: 94 works · 34.9% of their workRadiology, Nuclear Medicine and Imaging: 66 works · 24.4% of their workOncology: 15 works · 5.5% of their workPulmonary and Respiratory Medicine: 13 works · 5.0% of their workEverything else: 48 works · 17.7% of their workTHEIR WORKHolger R. Roth269works
Physical Sciences47%Health Sciences35%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science11141.4%
    2. Engineering166.0%
    1. Medicine9434.9%
  3. Everything else4817.7%
  1. 1Radiology, Nuclear Medicine and Imaging24% of their works
  2. 2Computer Vision and Pattern Recognition22% of their works
  3. 3Artificial Intelligence20% of their works
  4. 4Biomedical Engineering6% of their works
  5. 5Oncology6% of their works
  6. 6Pulmonary and Respiratory Medicine5% of their works

Research topics

Which keywords describe Holger R. Roth's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Machine Learning, Texture Analysis, Medical Imaging, Medical Image Analysis, Artificial Intelligence and Quantitative Analysis.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 23 words, with their numbers
  1. Deep Learning2595 topics
  2. Convolutional Neural Networks1743 topics
  3. Machine Learning1593 topics
  4. Texture Analysis1392 topics
  5. Medical Imaging1362 topics
  6. Medical Image Analysis1273 topics
  7. Artificial Intelligence822 topics
  8. Quantitative Analysis791 topic
  9. Radiomics791 topic
  10. Image Recognition751 topic
  11. Object Detection751 topic
  12. Graph Cuts601 topic
  13. Image Segmentation601 topic
  14. COVID-19571 topic
  15. Chest X-Ray571 topic
  16. Computer-Aided Detection421 topic
  17. Histopathology Images421 topic
  18. Differential Privacy381 topic
  19. Federated Learning381 topic
  20. Spine Segmentation251 topic
  21. Vertebrae Detection251 topic
  22. Imaging221 topic
  23. PET/CT221 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?

OpenAlex counts 269 works and 23,648 citations for Holger R. Roth, an h-index of 54, ranking #167,357 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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