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Researcher · German Research Centre for Artificial Intelligence · Germany

Sebastian J. Vollmer

Sebastian J. Vollmer publishes mostly in Statistics and Probability, Artificial Intelligence and Health Informatics, on topics such as Markov Chains and Monte Carlo Methods, Artificial Intelligence in Healthcare and Education and Mathematical Approximation and Integration.

ORCID 0000-0003-2831-1401 OpenAlex
World rank
#755,645
of 1,633,909 ranked researchers
Rank in Germany
#44,569
of 86,443
Works
24
Citations
72
Citations per work
3.0

What does Sebastian J. Vollmer research?

Statistics and Probability: 16.7%Artificial Intelligence: 11.1%Health Informatics: 8.3%Radiology, Nuclear Medicine and Imaging: 8.3%other fields: 55.6%17%top field
Statistics and Probability16.7%Artificial Intelligence11.1%Health Informatics8.3%Radiology, Nuclear Medicine and Imaging8.3%other fields55.6%

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

  1. 1Statistics and Probability17% of their works
  2. 2Artificial Intelligence11% of their works
  3. 3Health Informatics8% of their works
  4. 4Radiology, Nuclear Medicine and Imaging8% of their works
  5. 5Economics and Econometrics8% of their works
  6. 6Molecular Biology6% of their works

Research topics

Which keywords describe Sebastian J. Vollmer's research?

The keywords of their largest research topics: Bayesian Monte Carlo, Healthcare, Machine Learning, Markov Chain, Artificial Intelligence, Medical Imaging, Clustering and COVID-19.

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. Bayesian Monte Carlo41 topic
  2. Healthcare42 topics
  3. Machine Learning42 topics
  4. Markov Chain41 topic
  5. Artificial Intelligence31 topic
  6. Medical Imaging31 topic
  7. COVID-1921 topic
  8. Clustering22 topics
  9. High-dimensional Integration21 topic
  10. Pandemic21 topic
  11. Quasi-Monte Carlo21 topic
  12. Bayesian Inference11 topic
  13. Deep Learning11 topic
  14. Electronic Health Records11 topic
  15. Gene Expression11 topic
  16. Gene Set Enrichment Analysis11 topic
  17. Microarray11 topic
  18. Mixture Models11 topic
  19. Protein-Protein Interaction Networks11 topic

Where does Sebastian J. Vollmer work?

Sebastian J. Vollmer's main affiliation in the publication record is German Research Centre for Artificial Intelligence, Germany.

How many publications and citations does Sebastian J. Vollmer have?

Science Explorer counts 24 works and 72 citations for Sebastian J. Vollmer, ranking #755,645 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.