Keywords:
- Attention analysis
- automatic grading
- clinical data science
- Clinical translation
- Cross-Modality Transfer
- deep learning
- disease grading
- fluorescein angiography
- Foundation Models
- GPTs
- inter-grader agreement
- machine learning
- Optic disease grading
- personalized medicine
- real-world data
- Retinal Imaging
- retinal vasculitis
- risk prediction
- self-supervised learning
- transformers
- Uveitis
- vasculitis
Publications of Mattia Tomasoni
2026
| UveAI: clinic-ready scoring of retinal inflammation in uveitis on widefield fluorescein angiography using AI, , , , , , , , , , , , , , and , in: Scientific reports, 2026 |
[DOI] [URL] |
| When Specialization Helps (and Hurts): Cross-Modality Transfer in Ophthalmic Imaging with Foundation Models, , , , and , in: 2026 IEEE 23rd International Symposium on Biomedical Imaging, 2026 |
[DOI] [URL] |
2025
| Automatic transformer-based grading of multiple retinal inflammatory signs in uveitis on fluorescein angiography, , , , , , , , , , , , , and , in: Computers in Biology and Medicine, 193(110327), 2025 |
[DOI] [URL] |
2023
| Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical Settings, , , , , , , and , in: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pages 689-693, 2023 |
[DOI] [URL] |