Keywords:
- algorithmic fairness
- Attention analysis
- Clinical translation
- Cross-Modality Transfer
- deep learning
- disease grading
- fluorescein angiography
- Foundation Models
- Hyperfluorescence classification
- inter-grader agreement
- medical imaging
- model generalization
- representation learning
- Retinal Imaging
- self-supervised learning
- subgroup-specific learning
- Temporal modelling
- Uveitis
- vasculitis
Publications of Roberto Pulvirenti 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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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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2026 IEEE 23rd International Symposium on Biomedical Imaging (2026)
| 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] |