Fabian J. Theis
Fabian J. Theis publishes mostly in Molecular Biology, Signal Processing and Artificial Intelligence, on topics such as Blind Source Separation Techniques, Single-cell and spatial transcriptomics and Spectroscopy and Chemometric Analyses.
- World rank
- #32,392 of 1,633,909 ranked researchers
- Rank in Germany
- #2,458 of 86,443
- Works
- 134
- Citations
- 1.1k
- Citations per work
- 8.2
What does Fabian J. Theis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Molecular Biology25% of their works
- 2Signal Processing10% of their works
- 3Artificial Intelligence7% of their works
- 4Analytical Chemistry6% of their works
- 5Cancer Research5% of their works
- 6Statistics and Probability4% of their works
Research topics
Which keywords describe Fabian J. Theis's research?
The keywords of their largest research topics: Blind Separation, Independent Component Analysis, Gene Expression, Single-Cell, Transcriptomics, Deep Learning, Multivariate Calibration and Near-Infrared Spectroscopy.
- MicroRNA
- Long Noncoding RNAs
- Bioimage Analysis
- Self-Organizing Maps
- Gene Regulatory Networks
- Near-Infrared Spectroscopy
- Deep Learning
- Single-Cell
- Independent Component Analysis
- Blind Separation
- Gene Expression
- Transcriptomics
- Multivariate Calibration
- Cancer
- Neural Networks
- Stochastic Gene Expression
- High-Content Screening
- RNA Regulation
- Regulation
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
- Blind Separation161 topic
- Independent Component Analysis161 topic
- Gene Expression152 topics
- Single-Cell121 topic
- Transcriptomics121 topic
- Deep Learning102 topics
- Multivariate Calibration101 topic
- Near-Infrared Spectroscopy101 topic
- Cancer72 topics
- Gene Regulatory Networks61 topic
- Neural Networks61 topic
- Self-Organizing Maps61 topic
- Stochastic Gene Expression61 topic
- Bioimage Analysis41 topic
- High-Content Screening41 topic
- Long Noncoding RNAs41 topic
- RNA Regulation41 topic
- MicroRNA31 topic
- Regulation31 topic
Where does Fabian J. Theis work?
Fabian J. Theis's main affiliation in the publication record is Helmholtz Zentrum München, Germany.
How many publications and citations does Fabian J. Theis have?
Science Explorer counts 134 works and 1,101 citations for Fabian J. Theis, ranking #32,392 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.