cataract-surgery

Here are 5 public repositories matching this topic...

MJAHMADEE / Cataract-LMM

Advanced computer vision framework for surgical video analysis, featuring multi-task learning for cataract surgery procedure understanding, instrument segmentation, and skill assessment.

machine-learning computer-vision deep-learning pytorch healthcare medical-imaging video-processing instance-segmentation video-analysis ai-research skill-assessment medical-ai surgical-robotics cataract-surgery surgical-analysis phase-recognition

Updated May 25, 2026
Jupyter Notebook

DhanvinG / CataractSAM-2

Star

Code for "CataractSAM-2: Enhancing Transferability and Real-Time Ophthalmic Surgery Segmentation Through Automated Ground-Truth Generation"

real-time deep-learning medical medical-imaging segmentation opthalmology segment-anything segment-anything-model segment-anything-2 cataract-surgery

Updated Mar 31, 2026
Jupyter Notebook

mahtabfaraji1 / Semi-supervised-segmentation-of-cataract-surgical-images

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unet-image-segmentation mean-teacher semi-supervised-segmentation swin-unet cataract-surgery

Updated Aug 5, 2026
Python

Shazaqg / Pupil-Reaction-Predictor-in-Cataract-Surgeries

Star

segmentation pupil-tracking pupil cataract-surgery

Updated Oct 28, 2024
Jupyter Notebook

YzdnByat / Cataract-Difficulty-Classification

Star

Deep learning framework for cataract surgery difficulty classification using CNNs and transformers

computer-vision deep-learning cnn medical-imaging transformer classification cataract-surgery

Updated Oct 19, 2025
Jupyter Notebook

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