glaucoma-detection | Topic | Ecosyste.ms: Repos

Topic: "glaucoma-detection"

seva100/optic-nerve-cnn

Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"

Language: Jupyter Notebook - Size: 690 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 123 - Forks: 58

koriavinash1/Optic-Disk-Cup-Segmentation

Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 52 - Forks: 23

TheBeastCoding/glaucoma-dataset-metadata

Actively maintained and comprehensive public glaucoma dataset catalog

Size: 97.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 47 - Forks: 8

NupurBhaisare/Cup-and-disc-segmentation-for-glaucoma-detection-CDR-Calculation-

An adaptive threshold based algorithm for optic disc and cup segmentation in fundus images

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 39 - Forks: 18

kr-viku/GLAUCOMA-DETECTION

AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

Language: Jupyter Notebook - Size: 65.3 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 23 - Forks: 18

serifeseda/early-glaucoma-identification

Language: Python - Size: 436 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 8

This project uses deep learning algorithms and the Keras library to determine if a person has certain diseases or not from their chest x-rays and other scans. The trained model is displayed using Streamlit, which enables the user to upload an image and receive instant feedback.

Language: Python - Size: 42 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 2

ahmed1996said/gardnet

Source code for GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images

Language: Jupyter Notebook - Size: 731 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 4

anasnafis77/Glaucoma-Detection-UNet

Glaucoma Detection based on Optic Cup and Disc Segmentation using U-Net

Language: Jupyter Notebook - Size: 236 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

officialarijit/Glaucoma-classification-ML-DL

Glaucoma and Non-Glaucoma classification using ML/Dl and ensemble approaches using Image Feature Extraction Using HOG (Histogram of Gradient)

Language: Jupyter Notebook - Size: 670 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

LuluW8071/Ocular-Eye-Disease-Classification

Deep learning project for ocular eye disease classification

Language: Jupyter Notebook - Size: 23 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

sabinagio/do-you-see-what-AI-see

Evaluation of a simple CNN model for glaucoma detection trained on a single public dataset against complex architectures trained on multiple public/private datasets

Language: Jupyter Notebook - Size: 1.82 GB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

SuperbTUM/Glaucoma-Screening-with-DENet

Optic Disc Segmentation & Glaucoma Detection, PyTorch Version

Language: Python - Size: 1.68 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

thiyagutenysen/Medical-Image-course

Implementation of famous Optic disc and cup segmentation research papers in python.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

Ashrockzzz2003/ansan_v3

Detect glaucoma early with our app!

Language: Dart - Size: 2.1 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

ashishkulkarnii/glaucoma-classifiction

Using CNNs to classify an image into normal or glaucomatous, using retinal fundus images by transfer learning.

Language: Jupyter Notebook - Size: 32.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

SaiHitesh16/Glaucoma-Detection-using-CNN

Glaucoma detection using deep learning(cnn)

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

TheBeastCoding/standardized-multichannel-dataset-glaucoma

Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public full-fundus glaucoma images and associated metadata.

Size: 197 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Laima-Marcin/Glaucoma_Prediction_from_Retina_Fundus_images

IBM Advanced Data Science project

Language: Jupyter Notebook - Size: 12.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

JayRGopal/GlaucomaAI

Automated diagnosis of glaucoma using machine learning

Language: Python - Size: 1.57 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

nishithat-28/Glaucoma-Detection-using-Deep-Learning

Glaucoma Detection using Deep Learning | A ResNet50-based deep learning model for automated glaucoma diagnosis from fundus images.

Language: Jupyter Notebook - Size: 843 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jvckdough/DEEP-LEARNING-for-Glaucoma-Detection-in-Medical-Imaging

This study presents a deep learning-based approach for automated glaucoma detection using VGG16, a convolutional neural network (CNN) pre-trained on ImageNet.

Language: Jupyter Notebook - Size: 555 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

krisandre7/sipaim2024-glaucoma

Code for the SIPAIM 2024 paper 'Automatic Glaucoma Classification and Justification Using a Large and Diverse Dataset'.

Language: Python - Size: 1.15 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Bugi-Sulistiyo/Comparing-EfficientNet-and-MobileNet-on-Glaucoma-Detection

Comparing MobileNet and EfficientNet on Glaucoma Detection

Language: Jupyter Notebook - Size: 94.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Akankshaaaa29/GlaucomaGUI

Glaucoma prediction system

Language: Python - Size: 98.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

hulman-princeton/Senior_Thesis

Code for Princeton ORFE Senior Thesis (Domain Generalization for Deep Learning-Based Glaucoma Classification)

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

officialarijit/Glaucoma-ML-DL

In this paper, we developed a machine learning model ensemble approach consisting of a support vector machine (SVM), random forest (RF), Multilayer Perceptron (MLP), and Majority-VotingEnsemble classifiers.

Language: Jupyter Notebook - Size: 4.09 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0