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Researcher · University of Jyväskylä · Finland

Marianna Jantunen

Marianna Jantunen publishes mostly in Safety Research, Artificial Intelligence and Health Informatics, on topics such as Ethics and Social Impacts of AI, Artificial Intelligence in Healthcare and Education and Adversarial Robustness in Machine Learning.

ORCID 0000-0002-8991-150X OpenAlex
World rank
#1,787,086
of 7,710,434 ranked researchers
Rank in Finland
#10,847
of 37,370
Works
19
Citations
312
Citations per work
16.4
h-index
8
i10-index 8Top 49% in Safety Research
Marianna Jantunen

What does Marianna Jantunen research?

Marianna Jantunen's work is mostly in Social Sciences (40%), Computer Science (30%), Medicine (14%).

Social Sciences: 9 works · 45.9% of their workSocial Sciences: 8 works · 40.5% of their workSafety Research: 8 works · 40.5% of their workDecision Sciences: 1 works · 5.4% of their workInformation Systems and Management: 1 works · 5.4% of their workPhysical Sciences: 6 works · 32.4% of their workComputer Science: 6 works · 29.7% of their workArtificial Intelligence: 4 works · 18.9% of their workInformation Systems: 2 works · 10.8% of their workEnvironmental Science: 1 works · 2.7% of their workIndustrial and Manufacturing Engineering: 1 works · 2.7% of their workHealth Sciences: 3 works · 13.5% of their workMedicine: 3 works · 13.5% of their workHealth Informatics: 3 works · 13.5% of their workEverything else: 2 works · 8.2% of their workTHEIR WORKMarianna Jantunen19works
Physical Sciences32%Health Sciences14%Social Sciences46%

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. Social Sciences840.5%
    2. Decision Sciences15.4%
    1. Computer Science629.7%
    2. Environmental Science12.7%
    1. Medicine313.5%
  4. Everything else28.2%
  1. 1Safety Research40% of their works
  2. 2Artificial Intelligence19% of their works
  3. 3Health Informatics14% of their works
  4. 4Information Systems11% of their works
  5. 5Information Systems and Management5% of their works
  6. 6Industrial and Manufacturing Engineering3% of their works

Research topics

Which keywords describe Marianna Jantunen's research?

The keywords of their largest research topics: Machine Learning, Artificial Intelligence, Big Data, Ethics, Fairness, Healthcare, Security and Clinical Decision Support.

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. Machine Learning243 topics
  2. Artificial Intelligence213 topics
  3. Big Data202 topics
  4. Ethics151 topic
  5. Fairness151 topic
  6. Healthcare72 topics
  7. Security62 topics
  8. Clinical Decision Support51 topic
  9. Medical Imaging51 topic
  10. Adversarial Examples41 topic
  11. Deep Learning41 topic
  12. Agile Software Development21 topic
  13. Blockchain21 topic
  14. Empirical Studies21 topic
  15. Ethical Decision Making21 topic
  16. Internet of Things21 topic
  17. Interpretable Models21 topic
  18. Machine Learning Interpretability21 topic
  19. Moral Identity21 topic
  20. Cyberbiosecurity11 topic
  21. Legal Implications11 topic

Where does Marianna Jantunen work?

Marianna Jantunen's main affiliation in the publication record is University of Jyväskylä, Finland.

How many publications and citations does Marianna Jantunen have?

OpenAlex counts 19 works and 312 citations for Marianna Jantunen, an h-index of 8, ranking #1,787,086 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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