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Researcher · University of Edinburgh · United Kingdom

Alison Q. O’Neil

Alison Q. O’Neil publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as COVID-19 diagnosis using AI, Domain Adaptation and Few-Shot Learning and Medical Imaging and Analysis.

ORCID 0000-0001-8371-0603 OpenAlex
World rank
#2,236,685
of 7,710,434 ranked researchers
Rank in United Kingdom
#161,303
of 367,258
Works
71
Citations
1.1k
Citations per work
14.9
h-index
16
i10-index 21Top 20% in Artificial Intelligence
Alison Q. O’Neil

What does Alison Q. O’Neil research?

Alison Q. O’Neil's work is mostly in Computer Science (50%), Medicine (17%), Engineering (7%).

Physical Sciences: 40 works · 56.7% of their workComputer Science: 36 works · 50.0% of their workArtificial Intelligence: 22 works · 30.3% of their workComputer Vision and Pattern Recognition: 14 works · 19.7% of their workEngineering: 5 works · 6.7% of their workBiomedical Engineering: 5 works · 6.7% of their workEverything else: 16 works · 22.7% of their workHealth Sciences: 12 works · 16.8% of their workMedicine: 12 works · 16.8% of their workRadiology, Nuclear Medicine and Imaging: 9 works · 13.0% of their workPulmonary and Respiratory Medicine: 3 works · 3.8% of their workLife Sciences: 3 works · 3.8% of their workNeuroscience: 3 works · 3.8% of their workNeurology: 3 works · 3.8% of their workTHEIR WORKAlison Q. O’Neil71works
Life Sciences4%Physical Sciences57%Health Sciences17%

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 Science3650.0%
    2. Engineering56.7%
  2. Everything else1622.7%
    1. Medicine1216.8%
    1. Neuroscience33.8%
  1. 1Artificial Intelligence30% of their works
  2. 2Computer Vision and Pattern Recognition20% of their works
  3. 3Radiology, Nuclear Medicine and Imaging13% of their works
  4. 4Biomedical Engineering7% of their works
  5. 5Neurology4% of their works
  6. 6Pulmonary and Respiratory Medicine4% of their works

Research topics

Which keywords describe Alison Q. O’Neil's research?

The keywords of their largest research topics: Deep Learning, Transfer Learning, Medical Imaging, Artificial Intelligence, Medical Image Analysis, Neural Networks, Texture Analysis and Feature Extraction.

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 26 words, with their numbers
  1. Deep Learning535 topics
  2. Transfer Learning353 topics
  3. Medical Imaging343 topics
  4. Artificial Intelligence262 topics
  5. Medical Image Analysis212 topics
  6. Neural Networks212 topics
  7. Texture Analysis212 topics
  8. Feature Extraction202 topics
  9. Machine Learning202 topics
  10. Image Segmentation172 topics
  11. COVID-19141 topic
  12. Convolutional Neural Networks141 topic
  13. Domain Adaptation131 topic
  14. Few-Shot Learning131 topic
  15. Quantitative Analysis121 topic
  16. Radiomics121 topic
  17. Spine Segmentation121 topic
  18. Vertebrae Detection121 topic
  19. Machine Translation111 topic
  20. Word Representation111 topic
  21. Image Captioning101 topic
  22. Visual Question Answering101 topic
  23. Active Contours91 topic
  24. Graph Cuts91 topic
  25. Brain Tumor81 topic
  26. MRI81 topic

Where does Alison Q. O’Neil work?

Alison Q. O’Neil's main affiliation in the publication record is University of Edinburgh, United Kingdom.

How many publications and citations does Alison Q. O’Neil have?

OpenAlex counts 71 works and 1,057 citations for Alison Q. O’Neil, an h-index of 16, ranking #2,236,685 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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