1.
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hagltan_etal_comvis_ir_2025
Compact vision language models enable efficient and interpretable optical coherence tomography through layer-specific multimodal learning
Haghighi, Tania ; Alam, Minhaj Nur ; Gholami, Sina ; Biswas, Aayush[...]
Background: Translating the intricate anatomical signatures of retinal disease from optical coherence tomography (OCT) B-scans into clear, accurate clinical narratives de[...]
12/27/2025 | articles |
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2.
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alammin_etal_distr_ir_2025
Distributed training of foundation models for ophthalmic diagnosis
Alam, Minhaj Nur ; Gholami, Sina ; Jannat, Fatema-E ; Tabkhivayghan, Hamed
Vision impairment affects nearly 2.2 billion people globally, and nearly half of these cases could be prevented with early diagnosis and intervention—underscoring the urg[...]
2025 | articles |
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3.
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nabiahsa_etal_fedle_2026
Federated Learning for Multi-Disease Ophthalmic Diagnostics Using OCT Angiography
Nabil, Ahammed Sakir ; Gholami, Sina ; Alam, Minhaj Nur
PurposeTo conduct a comprehensive systematic evaluation of federated learning (FL) strategies for multi-disease retinal classification using OCT angiography (OCTA), imple[...]
2026 | articles |
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