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Researcher · Zimmer Biomet (Germany) · Germany

Silke Janitza

Silke Janitza publishes mostly in Statistics and Probability, Molecular Biology and Artificial Intelligence, on topics such as Statistical Methods and Inference, Gene expression and cancer classification and Advanced Statistical Methods and Models.

ORCID 0000-0003-0948-1501 OpenAlex
World rank
#879,968
of 7,710,434 ranked researchers
Rank in Germany
#43,352
of 364,343
Works
37
Citations
2.6k
Citations per work
70.4
h-index
16
i10-index 21Top 30% in Statistics and Probability
Silke Janitza

What does Silke Janitza research?

Silke Janitza's work is mostly in Mathematics (22%), Medicine (20%), Biochemistry, Genetics and Molecular Biology (11%).

Everything else: 15 works · 39.2% of their workPhysical Sciences: 11 works · 30.4% of their workMathematics: 8 works · 21.7% of their workStatistics and Probability: 8 works · 21.7% of their workComputer Science: 3 works · 8.7% of their workArtificial Intelligence: 3 works · 8.7% of their workHealth Sciences: 7 works · 19.5% of their workMedicine: 7 works · 19.5% of their workSurgery: 3 works · 8.7% of their workPulmonary and Respiratory Medicine: 2 works · 6.5% of their workEpidemiology: 2 works · 4.3% of their workLife Sciences: 4 works · 10.9% of their workBiochemistry, Genetics and Molecular Biology: 4 works · 10.9% of their workMolecular Biology: 4 works · 10.9% of their workTHEIR WORKSilke Janitza37works
Life Sciences11%Physical Sciences30%Health Sciences20%

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. Everything else1539.2%
    1. Mathematics821.7%
    2. Computer Science38.7%
    1. Medicine719.5%
    1. Biochemistry, Genetics and Molecular Biology410.9%
  1. 1Statistics and Probability22% of their works
  2. 2Molecular Biology11% of their works
  3. 3Artificial Intelligence9% of their works
  4. 4Surgery9% of their works
  5. 5Pulmonary and Respiratory Medicine6% of their works
  6. 6Epidemiology4% of their works

Research topics

Which keywords describe Silke Janitza's research?

The keywords of their largest research topics: Regularization, Variable Selection, Clustering, Gene Expression, Microarray, Multicollinearity, Regression Analysis and Bayesian Inference.

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 17 words, with their numbers
  1. Regularization101 topic
  2. Variable Selection101 topic
  3. Clustering82 topics
  4. Gene Expression51 topic
  5. Microarray51 topic
  6. Multicollinearity41 topic
  7. Regression Analysis41 topic
  8. Bayesian Inference31 topic
  9. Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry31 topic
  10. Microorganism Identification31 topic
  11. Mixture Models31 topic
  12. Rejection31 topic
  13. Transplantation31 topic
  14. Foodborne Illness21 topic
  15. Genomic Selection21 topic
  16. Listeria monocytogenes21 topic
  17. Plant Breeding21 topic

Where does Silke Janitza work?

Silke Janitza's main affiliation in the publication record is Zimmer Biomet (Germany), Germany.

How many publications and citations does Silke Janitza have?

OpenAlex counts 37 works and 2,604 citations for Silke Janitza, an h-index of 16, ranking #879,968 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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