Fred A. Hamprecht
Fred A. Hamprecht publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Cell Image Analysis Techniques, Machine Learning and Algorithms and Single-cell and spatial transcriptomics.
- World rank
- #24,215 of 1,633,909 ranked researchers
- Rank in Germany
- #1,956 of 86,443
- Works
- 54
- Citations
- 731
- Citations per work
- 13.5
What does Fred A. Hamprecht research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence21% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Molecular Biology8% of their works
- 4Biophysics8% of their works
- 5Radiology, Nuclear Medicine and Imaging7% of their works
- 6Media Technology4% of their works
Research topics
Which keywords describe Fred A. Hamprecht's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Bioimage Analysis, High-Content Screening, Active Learning, Semi-Supervised Learning, Neural Networks and Backpropagation Learning.
- Suffix Arrays
- Single-Cell
- Random Projections
- Local Descriptors
- Feature Matching
- Backpropagation Learning
- Semi-Supervised Learning
- High-Content Screening
- Machine Learning
- Deep Learning
- Bioimage Analysis
- Active Learning
- Neural Networks
- Compression
- Image Segmentation
- Medical Image Analysis
- Self-Organizing Maps
- Stochastic Gradient Descent
- Transcriptomics
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 Learning196 topics
- Machine Learning112 topics
- Bioimage Analysis61 topic
- High-Content Screening61 topic
- Active Learning51 topic
- Semi-Supervised Learning51 topic
- Neural Networks42 topics
- Backpropagation Learning21 topic
- Compression21 topic
- Feature Matching21 topic
- Image Segmentation21 topic
- Local Descriptors21 topic
- Medical Image Analysis21 topic
- Random Projections21 topic
- Self-Organizing Maps21 topic
- Single-Cell21 topic
- Stochastic Gradient Descent21 topic
- Suffix Arrays21 topic
- Transcriptomics21 topic
Where does Fred A. Hamprecht work?
Fred A. Hamprecht's main affiliation in the publication record is Heidelberg University, Germany.
How many publications and citations does Fred A. Hamprecht have?
Science Explorer counts 54 works and 731 citations for Fred A. Hamprecht, ranking #24,215 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.