Science Explorer Interactive view Map
Researcher · ETH Zurich · Switzerland

Effy Vayena

Effy Vayena publishes mostly in Public Health, Environmental and Occupational Health, Artificial Intelligence and Safety Research, on topics such as Ethics in Clinical Research, Ethics and Social Impacts of AI and Privacy-Preserving Technologies in Data.

ORCID 0000-0003-1303-5467 OpenAlex
World rank
#13,043
of 1,633,909 ranked researchers
Rank in Switzerland
#291
of 19,404
Works
45
Citations
1.2k
Citations per work
26.5

What does Effy Vayena research?

Public Health, Environmental and Occupational Health: 19.7%Artificial Intelligence: 10.6%Safety Research: 10.6%General Health Professions: 7.6%other fields: 51.5%20%top field
Public Health, Environmental and Occupational Health19.7%Artificial Intelligence10.6%Safety Research10.6%General Health Professions7.6%other fields51.5%

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

  1. 1Public Health, Environmental and Occupational Health20% of their works
  2. 2Artificial Intelligence11% of their works
  3. 3Safety Research11% of their works
  4. 4General Health Professions8% of their works
  5. 5Genetics6% of their works
  6. 6Health Informatics6% of their works

Research topics

Which keywords describe Effy Vayena's research?

The keywords of their largest research topics: Machine Learning, Artificial Intelligence, Big Data, Clinical Trials, Informed Consent, Ethics, Fairness and Differential Privacy.

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. Machine Learning153 topics
  2. Artificial Intelligence112 topics
  3. Big Data112 topics
  4. Clinical Trials111 topic
  5. Informed Consent111 topic
  6. Ethics71 topic
  7. Fairness71 topic
  8. Differential Privacy41 topic
  9. Federated Learning41 topic
  10. Healthcare41 topic
  11. Medical Imaging41 topic
  12. Genetic Variants31 topic
  13. Sequence Interpretation31 topic
  14. Cytochrome P45021 topic
  15. Digital Epidemiology21 topic
  16. Disease Surveillance21 topic
  17. Health Literacy21 topic
  18. Pharmacogenetics21 topic
  19. eHealth21 topic

Where does Effy Vayena work?

Effy Vayena's main affiliation in the publication record is ETH Zurich, Switzerland.

How many publications and citations does Effy Vayena have?

Science Explorer counts 45 works and 1,192 citations for Effy Vayena, ranking #13,043 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.