Fabian Joachim Theis
Fabian Joachim Theis publishes mostly in Molecular Biology, Signal Processing and Biophysics, on topics such as Single-cell and spatial transcriptomics, Gene Regulatory Network Analysis and Blind Source Separation Techniques.
- World rank
- #12,932 of 7,710,434 ranked researchers
- Rank in Germany
- #695 of 364,343
- Works
- 1,108
- Citations
- 88k
- Citations per work
- 79.3
What does Fabian Joachim Theis research?
Fabian Joachim Theis's work is mostly in Biochemistry, Genetics and Molecular Biology (44%), Computer Science (11%), Immunology and Microbiology (4%).
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
- Life Sciences54148.8%
- Everything else45040.6%
- Physical Sciences11710.6%
- Computer Science11710.6%
- 1Molecular Biology36% of their works
- 2Signal Processing6% of their works
- 3Biophysics6% of their works
- 4Artificial Intelligence5% of their works
- 5Immunology4% of their works
- 6Cancer Research3% of their works
Research topics
Which keywords describe Fabian Joachim Theis's research?
The keywords of their largest research topics: Gene Expression, Single-Cell, Transcriptomics, Machine Learning, Deep Learning, Blind Separation, Gene Regulatory Networks and Independent Component Analysis.
- Neural Networks
- Multivariate Calibration
- Data Analysis
- Gene Set Enrichment Analysis
- Bioimage Analysis
- Independent Component Analysis
- Blind Separation
- Machine Learning
- Single-Cell
- Gene Expression
- Transcriptomics
- Deep Learning
- Gene Regulatory Networks
- Stochastic Gene Expression
- High-Content Screening
- Protein-Protein Interaction Networks
- Microarray
- Near-Infrared Spectroscopy
- Self-Organizing Maps
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
- Gene Expression3902 topics
- Single-Cell3161 topic
- Transcriptomics3161 topic
- Machine Learning2102 topics
- Deep Learning1992 topics
- Blind Separation1381 topic
- Gene Regulatory Networks1381 topic
- Independent Component Analysis1381 topic
- Stochastic Gene Expression1381 topic
- Bioimage Analysis1361 topic
- High-Content Screening1361 topic
- Gene Set Enrichment Analysis761 topic
- Protein-Protein Interaction Networks761 topic
- Data Analysis741 topic
- Microarray741 topic
- Multivariate Calibration691 topic
- Near-Infrared Spectroscopy691 topic
- Neural Networks631 topic
- Self-Organizing Maps631 topic
Where does Fabian Joachim Theis work?
Fabian Joachim Theis's main affiliation in the publication record is Helmholtz Zentrum München, Germany.
How many publications and citations does Fabian Joachim Theis have?
OpenAlex counts 1,108 works and 87,860 citations for Fabian Joachim Theis, an h-index of 129, ranking #12,932 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.
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