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Researcher · Southern Illinois University Edwardsville · United States

Scott E. Umbaugh

Scott E. Umbaugh publishes mostly in Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Ophthalmology, on topics such as Cutaneous Melanoma Detection and Management, Brain Tumor Detection and Classification and Industrial Vision Systems and Defect Detection.

OpenAlex
World rank
#1,180,021
of 1,633,909 ranked researchers
Rank in United States
#292,718
of 358,040
Works
21
Citations
16
Citations per work
0.8

What does Scott E. Umbaugh research?

Computer Vision and Pattern Recognition: 11.5%Radiology, Nuclear Medicine and Imaging: 11.5%Ophthalmology: 11.5%Oncology: 11.5%other fields: 54.0%12%top field
Computer Vision and Pattern Recognition11.5%Radiology, Nuclear Medicine and Imaging11.5%Ophthalmology11.5%Oncology11.5%other fields54.0%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Computer Vision and Pattern Recognition12% of their works
  2. 2Radiology, Nuclear Medicine and Imaging12% of their works
  3. 3Ophthalmology12% of their works
  4. 4Oncology12% of their works
  5. 5Neurology8% of their works
  6. 6Biomedical Engineering8% of their works

Research topics

Which keywords describe Scott E. Umbaugh's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Dermoscopy, Melanoma, Brain Tumor, Convolutional Neural Networks, Diabetic Retinopathy and Fabric Defect Detection.

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 19 words, with their numbers
  1. Deep Learning116 topics
  2. Machine Learning43 topics
  3. Dermoscopy31 topic
  4. Melanoma31 topic
  5. Brain Tumor21 topic
  6. Convolutional Neural Networks22 topics
  7. Diabetic Retinopathy21 topic
  8. Fabric Defect Detection21 topic
  9. MRI21 topic
  10. Machine Vision21 topic
  11. Retinal Disease21 topic
  12. Histopathology Images11 topic
  13. Image Denoising11 topic
  14. Medical Image Analysis11 topic
  15. Melanin11 topic
  16. Molecular Docking11 topic
  17. Pigmentation11 topic
  18. Sparse Representations11 topic
  19. Virtual Screening11 topic

Where does Scott E. Umbaugh work?

Scott E. Umbaugh's main affiliation in the publication record is Southern Illinois University Edwardsville, United States.

How many publications and citations does Scott E. Umbaugh have?

Science Explorer counts 21 works and 16 citations for Scott E. Umbaugh, ranking #1,180,021 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.