This research enhances early disease diagnosis by analyzing retinal blood vessels in fundus images using deep learning. It employs eight pre-trained CNN models and Explainable AI techniques.
deep-learning explainable-ai medical-image-segmentation fundus-image-analysis densenet121 cnn-models transunet resnet50v2 resnet101v2 swin-unet retinal-blood-vessels attention-u-net
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Updated
Feb 2, 2025 - Jupyter Notebook