chrisnielsen / awesome-ophthalmologyLinks
A curated list of awesome AI developments for ophthalmology
☆19Updated 4 years ago
Alternatives and similar repositories for awesome-ophthalmology
Users that are interested in awesome-ophthalmology are comparing it to the libraries listed below
Sorting:
- ☆14Updated 4 years ago
- A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.☆27Updated 5 years ago
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆49Updated last year
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆63Updated 3 years ago
- Personal paper list on OCT segmentation☆28Updated 3 years ago
- Pytorch implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. [https://arxiv.or…☆44Updated 5 years ago
- Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images☆101Updated last year
- Segmentation for retinal layers in OCT images thru thin-label supervised deep-learning☆14Updated 5 years ago
- Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image …☆80Updated 3 years ago
- This repository is an unoffical PyTorch implementation of Medical classification in 2D and 3D.☆90Updated 3 years ago
- ☆121Updated 4 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆101Updated last month
- The codes for the work "AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography"☆15Updated 2 years ago
- Intracranial Hemorrhage Segmentation Challenge on Non-Contrast head CT (NCCT)☆22Updated 3 years ago
- PyTorch implementation of segmentation models for breast ultrasound images.☆39Updated 3 years ago
- Codes used for the paper "Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer"☆29Updated 3 weeks ago
- This repo is the source code for [BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation].☆33Updated 3 years ago
- ☆73Updated 4 years ago
- ☆29Updated 3 years ago
- 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)☆71Updated 10 months ago
- Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)☆50Updated last year
- Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation☆13Updated 3 years ago
- Hand-crafted radiomics and deep learning-based radiomcis features extraction.☆88Updated 3 years ago
- ☆35Updated 4 years ago
- Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published p…☆94Updated 3 years ago
- This is an implementation of "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IPN is proposed for 3D to 2D segment…☆45Updated 5 years ago
- Actively maintained and comprehensive public glaucoma dataset catalog☆63Updated last year
- IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmenta…☆99Updated 5 years ago
- Automated machine learning can facilitate the early diagnosis and timely treatment of diabetic retinopathy. Following the 1st Diabetic Re…☆56Updated 2 years ago
- Joint Learning of Vessel Segmentation and Artery/Vein Classification☆64Updated 5 years ago