Karsten Borgwardt
Karsten Borgwardt publishes mostly in Molecular Biology, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Advanced Graph Neural Networks, Graph Theory and Algorithms and Gene expression and cancer classification.
- World rank
- #8,087 of 1,633,909 ranked researchers
- Rank in Switzerland
- #180 of 19,404
- Works
- 59
- Citations
- 1.4k
- Citations per work
- 23.7
What does Karsten Borgwardt research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Molecular Biology23% of their works
- 2Artificial Intelligence23% of their works
- 3Computer Vision and Pattern Recognition11% of their works
- 4Genetics9% of their works
- 5Computational Theory and Mathematics7% of their works
- 6Statistical and Nonlinear Physics3% of their works
Research topics
Which keywords describe Karsten Borgwardt's research?
The keywords of their largest research topics: Deep Learning, Gene Expression, Graph Neural Networks, Knowledge Graph Embedding, Machine Learning, Graph Matching, Graph Processing and Data Analysis.
- Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry
- Bioimage Analysis
- Genome-Wide Association
- Gene Set Enrichment Analysis
- Microarray
- Data Analysis
- Graph Matching
- Knowledge Graph Embedding
- Gene Expression
- Deep Learning
- Graph Neural Networks
- Machine Learning
- Graph Processing
- Hyperparameter Optimization
- Noisy Labels
- Genetic Variation
- Protein-Protein Interaction Networks
- High-Content Screening
- Microorganism Identification
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
- Deep Learning122 topics
- Gene Expression92 topics
- Graph Neural Networks91 topic
- Knowledge Graph Embedding91 topic
- Machine Learning82 topics
- Graph Matching61 topic
- Graph Processing61 topic
- Data Analysis51 topic
- Hyperparameter Optimization51 topic
- Microarray51 topic
- Noisy Labels51 topic
- Gene Set Enrichment Analysis41 topic
- Genetic Variation41 topic
- Genome-Wide Association41 topic
- Protein-Protein Interaction Networks41 topic
- Bioimage Analysis31 topic
- High-Content Screening31 topic
- Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry31 topic
- Microorganism Identification31 topic
Where does Karsten Borgwardt work?
Karsten Borgwardt's main affiliation in the publication record is ETH Zurich, Switzerland.
How many publications and citations does Karsten Borgwardt have?
Science Explorer counts 59 works and 1,399 citations for Karsten Borgwardt, ranking #8,087 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.