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, ...
Abstract: Retinal image segmentation is essential for analyzing retinal structures like vessels and diagnosing retinopathy. However, the inherent intricacy of the retina, along with annotation ...
Abstract: In this paper, the problem of fundus retinal image segmentation is investigated. The U-Net which is based on convolutional neural networks is used to explore the fundus retinal image ...
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