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retinal-imaging

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Official implementation of "UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis" - A unified medical vision-language model that integrates multimodal understanding and generation capabilities.

  • Updated Dec 27, 2025
  • Python

AI-powered diabetic retinopathy detection using ResNet-152 deep learning. Web app with Flask REST API, PyTorch, real-time retinal image classification, 5-stage severity detection. Medical imaging, computer vision, transfer learning, healthcare AI, ophthalmology screening tool.

  • Updated Dec 1, 2025
  • Python

Deep learning–based system for automatic detection and severity classification of Diabetic Retinopathy from retinal fundus images using transfer learning and CNN ensembles.

  • Updated Dec 28, 2025
  • Jupyter Notebook

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