Grygoriy Melnyk
Grygoriy Melnyk publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Information Systems, on topics such as AI in cancer detection, Advanced Scientific Research Methods and Medical Image Segmentation Techniques.
- World rank
- #6,611,671 of 7,710,434 ranked researchers
- Rank in Ukraine
- #26,554 of 46,931
- Works
- 30
- Citations
- 85
- Citations per work
- 2.8
What does Grygoriy Melnyk research?
Grygoriy Melnyk's work is mostly in Computer Science (52%), Agricultural and Biological Sciences (10%), Medicine (10%).
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
- Physical Sciences1652.2%
- Computer Science1652.2%
- Everything else621.0%
- Life Sciences310.4%
- Health Sciences310.4%
- Medicine310.4%
- Social Sciences26.0%
- 1Computer Vision and Pattern Recognition19% of their works
- 2Artificial Intelligence18% of their works
- 3Information Systems15% of their works
- 4Radiology, Nuclear Medicine and Imaging10% of their works
- 5Food Science10% of their works
- 6Management Information Systems6% of their works
Research topics
- AI in cancer detection
- Advanced Scientific Research Methods
- Medical Image Segmentation Techniques
- Radiomics and Machine Learning in Medical Imaging
- Advanced Computational Techniques in Science and Engineering
- Image Retrieval and Classification Techniques
- Information Systems and Technology Applications
- Cell Image Analysis Techniques
Which keywords describe Grygoriy Melnyk's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Medical Image Analysis, Texture Analysis, Computer-Aided Detection, Histopathology Images, Predictive Modeling and Food Production.
- Bioimage Analysis
- Information Management
- Content-Based Image Retrieval
- Healthcare
- Medical Imaging
- Image Segmentation
- Food Production
- Histopathology Images
- Texture Analysis
- Deep Learning
- Machine Learning
- Medical Image Analysis
- Computer-Aided Detection
- Predictive Modeling
- Graph Cuts
- Mathematical Modeling
- Radiomics
- IoT
- Enterprise Content Management
- Shape Matching
- High-Content Screening
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
- Machine Learning285 topics
- Deep Learning213 topics
- Medical Image Analysis182 topics
- Texture Analysis132 topics
- Computer-Aided Detection111 topic
- Histopathology Images111 topic
- Predictive Modeling102 topics
- Food Production71 topic
- Graph Cuts71 topic
- Image Segmentation71 topic
- Mathematical Modeling71 topic
- Medical Imaging61 topic
- Radiomics61 topic
- Healthcare51 topic
- IoT51 topic
- Content-Based Image Retrieval41 topic
- Enterprise Content Management41 topic
- Information Management41 topic
- Shape Matching41 topic
- Bioimage Analysis31 topic
- High-Content Screening31 topic
Where does Grygoriy Melnyk work?
Grygoriy Melnyk's main affiliation in the publication record is West Ukrainian National University, Ukraine.
How many publications and citations does Grygoriy Melnyk have?
OpenAlex counts 30 works and 85 citations for Grygoriy Melnyk, an h-index of 7, ranking #6,611,671 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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