Advanced computer vision framework for surgical video analysis, featuring multi-task learning for cataract surgery procedure understanding, instrument segmentation, and skill assessment.
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Updated
May 2, 2026 - Jupyter Notebook
Advanced computer vision framework for surgical video analysis, featuring multi-task learning for cataract surgery procedure understanding, instrument segmentation, and skill assessment.
Code for "CataractSAM-2: Enhancing Transferability and Real-Time Ophthalmic Surgery Segmentation Through Automated Ground-Truth Generation"
Deep learning framework for cataract surgery difficulty classification using CNNs and transformers
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