Sara Colantonio
Sara Colantonio publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as Semantic Web and Ontologies, Biomedical Text Mining and Ontologies and Explainable Artificial Intelligence (XAI).
- World rank
- #1,191,405 of 1,633,909 ranked researchers
- Rank in Italy
- #48,239 of 65,712
- Works
- 45
- Citations
- 35
- Citations per work
- 0.8
What does Sara Colantonio research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence15% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Radiology, Nuclear Medicine and Imaging10% of their works
- 4Biomedical Engineering8% of their works
- 5Molecular Biology5% of their works
- 6Management Information Systems5% of their works
Research topics
- Semantic Web and Ontologies
- Biomedical Text Mining and Ontologies
- Explainable Artificial Intelligence (XAI)
- Artificial Intelligence in Healthcare and Education
- Radiomics and Machine Learning in Medical Imaging
- AI in cancer detection
- Medical Image Segmentation Techniques
- Image Retrieval and Classification Techniques
Which keywords describe Sara Colantonio's research?
The keywords of their largest research topics: Machine Learning, Data Integration, Semantic Web, Medical Imaging, Precision Medicine, Texture Analysis, Deep Learning and Linked Data.
- Shape Matching
- Histopathology Images
- Content-Based Image Retrieval
- Text Mining
- Quantitative Analysis
- Interpretable Models
- Biomedical Ontologies
- Ontology
- Linked Data
- Texture Analysis
- Medical Imaging
- Data Integration
- Machine Learning
- Semantic Web
- Precision Medicine
- Deep Learning
- Medical Image Analysis
- Artificial Intelligence
- Healthcare
- Machine Learning Interpretability
- Radiomics
- Computer-Aided Detection
- Graph Cuts
- Image Segmentation
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 24 words, with their numbers
- Machine Learning104 topics
- Data Integration72 topics
- Semantic Web72 topics
- Medical Imaging62 topics
- Precision Medicine62 topics
- Texture Analysis52 topics
- Deep Learning42 topics
- Linked Data41 topic
- Medical Image Analysis42 topics
- Ontology41 topic
- Artificial Intelligence31 topic
- Biomedical Ontologies31 topic
- Healthcare31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Quantitative Analysis31 topic
- Radiomics31 topic
- Text Mining31 topic
- Computer-Aided Detection21 topic
- Content-Based Image Retrieval21 topic
- Graph Cuts21 topic
- Histopathology Images21 topic
- Image Segmentation21 topic
- Shape Matching21 topic
Where does Sara Colantonio work?
Sara Colantonio's main affiliation in the publication record is Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo", Italy.
How many publications and citations does Sara Colantonio have?
Science Explorer counts 45 works and 35 citations for Sara Colantonio, ranking #1,191,405 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.