Fabio Garcea
Impact in
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- Brain Tumor Detection and Classification
Papers in
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- Machine Learning and Data Classification 2
- Neural Networks and Applications 1
- Data Stream Mining Techniques 1
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- Infrastructure Maintenance and Monitoring 1
- Co-authors
- Lia Morra (6 shared papers)Fabrizio Lamberti (6 shared papers)Valentina Gatteschi (1 shared paper)Paola Allamano (1 shared paper)Massimo Leone (1 shared paper)
- Journals
- IT Professional (2 papers)Computer Vision and Image Understanding (1 paper)Computers in Biology and Medicine (1 paper)Scientific Reports (1 paper)
- Partner nations
- Italy
In The Last Decade
Fabio Garcea
6 papers receiving 230 citations
Fabio Garcea's Hit Papers
Peers
Comparison fields: 5 of 90
- Health Informatics 8
- Neurology 38
- Radiology, Nuclear Medicine and Imaging 91
- Computer Vision and Pattern Recognition 57
- Artificial Intelligence 84
Countries citing papers authored by Fabio Garcea
This map shows the geographic impact of Fabio Garcea's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Fabio Garcea with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fabio Garcea more than expected).
Fields of papers citing papers by Fabio Garcea
This network shows the impact of papers produced by Fabio Garcea. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Fabio Garcea. The network helps show where Fabio Garcea may publish in the future.
Co-authors
The 5 scholars most cited alongside Fabio Garcea, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Data augmentation for medical imaging: A systematic literature review Hit paper breakdown → | 2022 | 223 |
| 2 | 2022 | 6 | |
| 3 | 2022 | 3 | |
| 4 | 2021 | 2 | |
| 5 | 2024 | 1 | |
| 6 | 2024 | 1 |
About Fabio Garcea
Fabio Garcea is a scholar working on Artificial Intelligence, Civil and Structural Engineering, Pollution, Computer Vision and Pattern Recognition and Safety, Risk, Reliability and Quality, having authored 6 papers that have together received 236 indexed citations. Recurring topics across this work include Machine Learning and Data Classification (2 papers), Radiomics and Machine Learning in Medical Imaging (1 paper), Fire Detection and Safety Systems (1 paper), Infrastructure Maintenance and Monitoring (1 paper), Generative Adversarial Networks and Image Synthesis (1 paper), Neural Networks and Applications (1 paper), Data Stream Mining Techniques (1 paper) and Smart Materials for Construction (1 paper). The work is most often cited by research in Health Informatics (8 citations), Neurology (38 citations), Radiology, Nuclear Medicine and Imaging (91 citations), Computer Vision and Pattern Recognition (57 citations) and Artificial Intelligence (84 citations). Fabio Garcea has collaborated with scholars based in Italy. Frequent co-authors include Lia Morra, Fabrizio Lamberti, Valentina Gatteschi, Paola Allamano and Massimo Leone. Their work appears in journals such as IT Professional, Computer Vision and Image Understanding, Computers in Biology and Medicine and Scientific Reports.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.