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Researcher · European Molecular Biology Laboratory · Germany

Anna Kreshuk

Anna Kreshuk publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Structural Biology, on topics such as Advanced Electron Microscopy Techniques and Applications, AI in cancer detection and Domain Adaptation and Few-Shot Learning.

ORCID 0000-0003-1334-6388 OpenAlex
World rank
#1,077,292
of 1,633,909 ranked researchers
Rank in Germany
#62,152
of 86,443
Works
15
Citations
36
Citations per work
2.4

What does Anna Kreshuk research?

Artificial Intelligence: 33.3%Computer Vision and Pattern Recognition: 13.3%Structural Biology: 13.3%Materials Chemistry: 6.7%other fields: 33.4%33%top field
Artificial Intelligence33.3%Computer Vision and Pattern Recognition13.3%Structural Biology13.3%Materials Chemistry6.7%other fields33.4%

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

  1. 1Artificial Intelligence33% of their works
  2. 2Computer Vision and Pattern Recognition13% of their works
  3. 3Structural Biology13% of their works
  4. 4Materials Chemistry7% of their works
  5. 5Biophysics7% of their works
  6. 6Public Health, Environmental and Occupational Health7% of their works

Research topics

Which keywords describe Anna Kreshuk's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Image Processing, Machine Learning, Representation Learning, Unsupervised Learning, Cryo-Electron Microscopy and Domain Adaptation.

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 22 words, with their numbers
  1. Deep Learning65 topics
  2. Convolutional Neural Networks32 topics
  3. Image Processing32 topics
  4. Machine Learning32 topics
  5. Representation Learning32 topics
  6. Unsupervised Learning32 topics
  7. Cryo-Electron Microscopy21 topic
  8. Domain Adaptation21 topic
  9. Histopathology Images21 topic
  10. Medical Image Analysis21 topic
  11. Single-Particle Analysis21 topic
  12. Transfer Learning21 topic
  13. Bioimage Analysis11 topic
  14. Electronic Health Records11 topic
  15. Generative Adversarial Networks11 topic
  16. Healthcare11 topic
  17. High-Content Screening11 topic
  18. Image Recognition11 topic
  19. Image Synthesis11 topic
  20. Induced Pluripotent Stem Cells11 topic
  21. Object Detection11 topic
  22. Pluripotent Stem Cells11 topic

Where does Anna Kreshuk work?

Anna Kreshuk's main affiliation in the publication record is European Molecular Biology Laboratory, Germany.

How many publications and citations does Anna Kreshuk have?

Science Explorer counts 15 works and 36 citations for Anna Kreshuk, ranking #1,077,292 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.