Keywords:
- clinical data science
- Clinical translation
- deep learning
- disease grading
- fluorescein angiography
- Foundation Models
- GPTs
- Hyperfluorescence classification
- inter-grader agreement
- machine learning
- Optic disease grading
- personalized medicine
- Retinal Imaging
- risk prediction
- Temporal modelling
- transformers
- Uveitis
- vasculitis
Publications of Ilenia Meloni sorted by journal and type
Publications of type Idiap-Internal-RR
2026
| External Validation of an AI Model for Grading Retinal Inflammation in Uveitis, , , , , , , , , and , Idiap-Internal-RR-21-2026 |
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Computers in Biology and Medicine
| 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] |
Scientific reports
| UveAI: clinic-ready scoring of retinal inflammation in uveitis on widefield fluorescein angiography using AI, , , , , , , , , , , , , , and , in: Scientific reports, 2026 |
[DOI] [URL] |
Ophthalmic Medical Image Analysis (OMIA13), MICCAI 2026 Workshops (2026)
| Beyond the Last Frame: Temporal Modelling of Fluorescein Angiography for Hyperfluorescence Classification, , , , , , , , and , in: Ophthalmic Medical Image Analysis (OMIA13), MICCAI 2026 Workshops, 2026 |
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