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:
- Segmentation for retinal layers in OCT images thru thin-label supervised deep-learning☆14Updated 5 years ago
- This repository is an unoffical PyTorch implementation of Medical classification in 2D and 3D.☆94Updated 4 years ago
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆49Updated 2 years ago
- ☆15Updated 4 years ago
- Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images☆105Updated 2 years ago
- ☆126Updated 4 years ago
- Personal paper list on OCT segmentation☆27Updated 4 years ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆62Updated 4 years ago
- IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmenta…☆101Updated 5 years ago
- Code for "Learning to Address Intra-segment Misclassification in Retinal Imaging"☆42Updated 2 years ago
- Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis☆17Updated 5 years ago
- Pytorch implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. [https://arxiv.or…☆45Updated 5 years ago
- PyTorch implementation of segmentation models for breast ultrasound images.☆43Updated 4 years ago
- The codes for the work "AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography"☆15Updated 3 years ago
- Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published p…☆92Updated 3 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆107Updated 5 months 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
- Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image …☆81Updated 3 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆50Updated 3 years ago
- EyeQ : Dataset of Retinal Image Quality Assessment☆164Updated 2 years ago
- A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.☆27Updated 5 years ago
- ☆42Updated 3 years ago
- 3d medical image preprocessing, supports conversion between nifiti data and h5py data, dicom2nii, crop 3d patch, extract 3d roi...☆26Updated 3 years ago
- ☆29Updated 3 years ago
- This is a nnUNet for semi-supervised☆25Updated 3 years ago
- liver tumor segmentation(2d UNet) for LITS2017☆73Updated 4 years ago
- AIDE: Annotation-efficient deep learning for automatic medical image segmentation☆55Updated 4 years ago
- 3D airway segmentation method☆65Updated 4 years ago
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆53Updated 5 years ago
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆68Updated 7 months ago