Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"
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Feb 28, 2022 - Jupyter Notebook
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optic-disc
Here are 11 public repositories matching this topic...
Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images
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Sep 30, 2023 - Python
Attention Unet model with post process for retina optic disc segmention
keras attention-mechanism medical-image-processing optic-disc unet-image-segmentation optic-disc-unet
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Apr 12, 2019 - Python
An adaptive threshold based algorithm for optic disc and cup segmentation in fundus images
python ai ipynb cdr medical-image-processing medical-image-analysis cup-segmentation-methods optic-disc glaucoma-detection adaptive-thresholding fundus-image-analysis optic-cup cdr-calculation optic-cup-disc-segmentation
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Apr 25, 2019 - Jupyter Notebook
Diabetic Retinopathy Feature Extraction and Binary Diagnosis
deep-learning cnn medical-imaging segmentation convolutional-neural-networks vgg16 vessel-segmentation diabetic-retinopathy optic-disc exudates-extraction
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Nov 1, 2024 - Jupyter Notebook
Implementation of famous Optic disc and cup segmentation research papers in python.
computer-vision paper medical-imaging ipynb segmentation tpu cup-segmentation-methods optic-disc glaucoma-detection tpu-acceleration optic-cup optic-cup-disc-segmentation ed6001
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Nov 27, 2020 - Jupyter Notebook
Implement circle hough transform in Matlab.
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Jul 5, 2021 - MATLAB
Evaluation of algorithms for automated detection and grading of diabetic retinopathy and diabetic macular edema using retinal fundus images.
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Jun 6, 2020 - Jupyter Notebook
🩺 Enhance glaucoma detection with GF-Care, a deep learning tool for automatic optic disc and cup segmentation from fundus images for accurate CDR calculation.
python computer-vision deep-learning tensorflow cnn medical-imaging godot segmentation retina image-segmentation cdr ophthalmology fundus glaucoma optic-disc glaucoma-detection optic-cup pet-simulator
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Nov 3, 2025
Project implementation of Optical Disc Segmentation from a research publication.
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Dec 7, 2021 - C++
GF-Care (Glaucoma Fundus – Cup-to-disc ratio Assessment for Retinal Evaluation) A deep learning-based system for automatic segmentation of the optic disc and cup from fundus images, enabling cup-to-disc ratio (CDR) calculation to support early glaucoma detection.
python computer-vision deep-learning tensorflow cnn medical-imaging segmentation retina image-segmentation cdr ophthalmology u-net fundus glaucoma optic-disc glaucoma-detection optic-cup
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Sep 2, 2025
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