Ghassan Hamarneh
Ghassan Hamarneh publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Medical Image Segmentation Techniques, AI in cancer detection and Image Retrieval and Classification Techniques.
- World rank
- #71,785 of 1,633,909 ranked researchers
- Rank in Canada
- #2,265 of 38,960
- Works
- 94
- Citations
- 479
- Citations per work
- 5.1
What does Ghassan Hamarneh research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition27% of their works
- 2Artificial Intelligence22% of their works
- 3Radiology, Nuclear Medicine and Imaging13% of their works
- 4Biomedical Engineering6% of their works
- 5Oncology4% of their works
- 6Pediatrics, Perinatology and Child Health3% of their works
Research topics
- Medical Image Segmentation Techniques
- AI in cancer detection
- Image Retrieval and Classification Techniques
- Cutaneous Melanoma Detection and Management
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
- Radiomics and Machine Learning in Medical Imaging
- Advanced Image and Video Retrieval Techniques
Which keywords describe Ghassan Hamarneh's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Medical Image Analysis, Texture Analysis, Graph Cuts, Image Segmentation, Computer-Aided Detection and Histopathology Images.
- Feature Matching
- Robustness
- Medical Imaging
- Adversarial Examples
- Dermoscopy
- Content-Based Image Retrieval
- Histopathology Images
- Image Segmentation
- Texture Analysis
- Machine Learning
- Deep Learning
- Medical Image Analysis
- Graph Cuts
- Computer-Aided Detection
- Neural Networks
- Shape Matching
- Melanoma
- Anomaly Detection
- Radiomics
- Unsupervised
- Local Descriptors
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 21 words, with their numbers
- Deep Learning396 topics
- Machine Learning254 topics
- Medical Image Analysis232 topics
- Texture Analysis172 topics
- Graph Cuts131 topic
- Image Segmentation131 topic
- Computer-Aided Detection101 topic
- Histopathology Images101 topic
- Neural Networks82 topics
- Content-Based Image Retrieval71 topic
- Shape Matching71 topic
- Dermoscopy51 topic
- Melanoma51 topic
- Adversarial Examples41 topic
- Anomaly Detection41 topic
- Medical Imaging41 topic
- Radiomics41 topic
- Robustness41 topic
- Unsupervised41 topic
- Feature Matching31 topic
- Local Descriptors31 topic
Where does Ghassan Hamarneh work?
Ghassan Hamarneh's main affiliation in the publication record is Simon Fraser University, Canada.
How many publications and citations does Ghassan Hamarneh have?
Science Explorer counts 94 works and 479 citations for Ghassan Hamarneh, ranking #71,785 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.