Polina Golland
Polina Golland publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as AI in cancer detection, Cell Image Analysis Techniques and Domain Adaptation and Few-Shot Learning.
- World rank
- #4,721 of 1,633,909 ranked researchers
- Rank in United States
- #2,228 of 358,040
- Works
- 65
- Citations
- 1.4k
- Citations per work
- 21.5
What does Polina Golland research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence20% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Radiology, Nuclear Medicine and Imaging11% of their works
- 4General Health Professions5% of their works
- 5Cognitive Neuroscience5% of their works
- 6Biomedical Engineering4% of their works
Research topics
Which keywords describe Polina Golland's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Convolutional Neural Networks, Histopathology Images, Medical Image Analysis, Bioimage Analysis, Content-Based Image Retrieval and Diffusion MRI.
- Object Detection
- Functional Connectivity
- Transfer Learning
- Perfusion Imaging
- High-Content Screening
- Diffusion MRI
- Bioimage Analysis
- Histopathology Images
- Machine Learning
- Deep Learning
- Convolutional Neural Networks
- Medical Image Analysis
- Content-Based Image Retrieval
- Domain Adaptation
- Magnetic Resonance Imaging
- Shape Matching
- White Matter
- Image Recognition
- Resting-State fMRI
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 Learning124 topics
- Machine Learning103 topics
- Convolutional Neural Networks62 topics
- Histopathology Images41 topic
- Medical Image Analysis41 topic
- Bioimage Analysis31 topic
- Content-Based Image Retrieval31 topic
- Diffusion MRI31 topic
- Domain Adaptation31 topic
- High-Content Screening31 topic
- Magnetic Resonance Imaging31 topic
- Perfusion Imaging31 topic
- Shape Matching31 topic
- Transfer Learning31 topic
- White Matter31 topic
- Functional Connectivity21 topic
- Image Recognition21 topic
- Object Detection21 topic
- Resting-State fMRI21 topic
Where does Polina Golland work?
Polina Golland's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Polina Golland have?
Science Explorer counts 65 works and 1,398 citations for Polina Golland, ranking #4,721 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.