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fundus
Here are 21 public repositories matching this topic...
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development
survey open-science ultrasound radiology ophthalmology pathology medical-image-analysis endoscopy fundus dermoscopy multimodal-models foundation-models
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Oct 8, 2025
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
python opencv clustering image-processing segmentation retina morphological-analysis retina-image-analysis blood-vessels medical-image-processing retinal-images diabetic-retinopathy microaneurysm fundus exudates hardexudates-detection
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Aug 29, 2018 - Python
[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network
tensorflow keras medical-imaging generative-adversarial-network gan generative-adversarial-networks vessel-segmentation miccai medical-image-analysis conditional-gan fundus medical-image-segmentation fundus-image-analysis retinal-vessel-segmentation retinal-diseases
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Jun 8, 2022 - Python
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"
deep-learning medical-imaging gan data-augmentation medical-image-processing interpretability retinal-images image-synthesis diabetic-retinopathy fundus explainable-ai exudates lesion-segmentation lesion-detection microaneurysm-detection
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Apr 20, 2022 - Python
A python package to read, analyse and visualize OCT and fundus data from various sources.
visualization python amd reader e2e etdrs filereader nir oct localizer heidelberg fundus spectralis retouch drusen vol heyex enface
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Oct 5, 2025 - Python
Actively maintained and comprehensive public glaucoma dataset catalog
machine-learning deep-learning dataset dataset-catalog oct fundus glaucoma glaucoma-detection glaucoma-diagnosis optic-cup-disc-segmentation optic-disc-segmentation
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Aug 3, 2024
exudates detection using hybrid approach (Image Morphology & Machine Learning)
image clustering morphology image-processing segmentation morphological-analysis retina-image-analysis blood-vessels diabetic-retinopathy-detection retinal-images imagesegmentation fundus exudates
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Jul 9, 2018 - Python
PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss
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Feb 24, 2025 - Python
Official repository of the paper "RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification", published in Expert Systems with Applications (Dec 2024).
deep-learning pytorch medical-imaging classification segmentation ophthalmology medical-image-analysis fundus artery-vein
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Sep 30, 2025 - Python
The Hamilton Eye Institute Macular Edema Dataset (HEI-MED) (formerly DMED) is a collection of 169 fundus images to train and test image processing algorithms for the detection of exudates and diabetic macular edema. The images have been collected as part of a telemedicine network for the diagnosis of diabetic retinopathy
machine-learning dataset diabetes retina retina-image-analysis diabetic-retinopathy-detection fundus
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Oct 3, 2019 - MATLAB
Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public full-fundus glaucoma images and associated metadata.
machine-learning deep-learning dataset segmentation image-segmentation fundus glaucoma glaucoma-detection glaucoma-diagnosis
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Apr 23, 2023
A Python package for computing the recall and precision scores specifically on thin vessels in retinal images and generating weight masks for BCE Loss to enhance models perfomance on segmenting these fine structures, as detailed in the paper "Vessel-Width-Based Metrics and Weight Masks for Retinal Blood Vessel Segmentation".
python machine-learning ai skeleton metrics machine-learning-algorithms artificial-intelligence medical-imaging machinelearning pruning retina medical-image-processing fundus thickness vessels fundus-image-analysis retinal retinal-vessel-segmentation retinal-vessels thickness-map
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Sep 23, 2025 - Python
Api to host Retfound
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Dec 14, 2023 - Jupyter Notebook
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
Helper framework for Medical Image Analysis
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Jan 19, 2019
An implementation of "Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations" in MATLAB.
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Aug 25, 2018 - MATLAB
Diabetic Retinopathy Detection using Deep Learning.
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Jul 23, 2023 - Jupyter Notebook
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