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Researcher · Robert Gordon University · United Kingdom

Chrisina Jayne

Chrisina Jayne publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis and Topic Modeling.

ORCID 0000-0001-7292-2109 OpenAlex
World rank
#615,433
of 7,710,434 ranked researchers
Rank in United Kingdom
#52,616
of 367,258
Works
89
Citations
2.9k
Citations per work
32.7
h-index
24
i10-index 39Top 8.5% in Artificial Intelligence
Chrisina Jayne

What does Chrisina Jayne research?

Chrisina Jayne's work is mostly in Computer Science (62%), Medicine (7%), Engineering (5%).

Physical Sciences: 60 works · 67.1% of their workComputer Science: 55 works · 61.9% of their workArtificial Intelligence: 29 works · 32.9% of their workComputer Vision and Pattern Recognition: 19 works · 21.6% of their workInformation Systems: 7 works · 7.4% of their workEngineering: 5 works · 5.2% of their workControl and Systems Engineering: 5 works · 5.2% of their workEverything else: 23 works · 25.5% of their workHealth Sciences: 7 works · 7.4% of their workMedicine: 7 works · 7.4% of their workOphthalmology: 3 works · 3.9% of their workRadiology, Nuclear Medicine and Imaging: 3 works · 3.5% of their workTHEIR WORKChrisina Jayne89works
Physical Sciences67%Health Sciences7%

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 Science5561.9%
    2. Engineering55.2%
  2. Everything else2325.5%
    1. Medicine77.4%
  1. 1Artificial Intelligence33% of their works
  2. 2Computer Vision and Pattern Recognition22% of their works
  3. 3Information Systems7% of their works
  4. 4Control and Systems Engineering5% of their works
  5. 5Ophthalmology4% of their works
  6. 6Radiology, Nuclear Medicine and Imaging4% of their works

Research topics

Which keywords describe Chrisina Jayne's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Backpropagation Learning, Self-Organizing Maps, Diabetic Retinopathy, Macular Degeneration, Classification and Generative Adversarial Networks.

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 21 words, with their numbers
  1. Deep Learning353 topics
  2. Neural Networks353 topics
  3. Backpropagation Learning241 topic
  4. Self-Organizing Maps241 topic
  5. Diabetic Retinopathy102 topics
  6. Macular Degeneration102 topics
  7. Classification92 topics
  8. Generative Adversarial Networks61 topic
  9. Image Synthesis61 topic
  10. Hyperparameter Optimization51 topic
  11. Machine Translation51 topic
  12. Noisy Labels51 topic
  13. Oxidative Stress51 topic
  14. Retinal Disease51 topic
  15. Retinal Pigment Epithelium51 topic
  16. Vessel Segmentation51 topic
  17. Word Representation51 topic
  18. Expert Systems41 topic
  19. Imbalanced Data41 topic
  20. SMOTE41 topic
  21. Wavelet Analysis41 topic

Where does Chrisina Jayne work?

Chrisina Jayne's main affiliation in the publication record is Robert Gordon University, United Kingdom.

How many publications and citations does Chrisina Jayne have?

OpenAlex counts 89 works and 2,907 citations for Chrisina Jayne, an h-index of 24, ranking #615,433 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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