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Yashu13/
od-cup-segmentation-glaucoma-detection

Name: od-cup-segmentation-glaucoma-detection
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Optic Disc and Cup Segmentation for Glaucoma Detection:

The repository contains weights for the pretrained model which can segment the optic disc and optic cup from retinal scans. It has then been used to calculate the Cup to Disc Ratio(CDR), which is used as a marker for glaucoma detection.

Dataset:

Drishti-GS - RETINA DATASET FOR ONH SEGMENTATION

https://www.kaggle.com/datasets/lokeshsaipureddi/drishtigs-retina-dataset-for-onh-segmentation

Models:

model_od.pth : Optic Disc Segmentation Model model_cup.pth : Optic Cup Segmentation Model

Framework:

PyTorch

References:

https://cdn.iiit.ac.in/cdn/cvit.iiit.ac.in/images/ConferencePapers/2014/MadhulikaUjjwal2013Drishti.pdf
https://cvit.iiit.ac.in/mip/datasets.html

Git repository:

https://github.com/yashaswi1306/Medical_Imaging_Projects/tree/main/od_cup_segmentation_glaucoma_detection

Yashu13/od-cup-segmentation-glaucoma-detection