6 results found Sort:

OATML
bdl-benchmarks OATML
91
660
apache-2.0
23
Bayesian Deep Learning Benchmarks
benchmark-framework diabetic-retinopathy bayesian-deep-learning
Created 2019-06-01
25 commits to alpha branch, last one 3 years ago
FDU-VTS
Awesome-Diabetic-Retinopathy-Detection FDU-VTS
20
115
unknown
8
Papers and Public Datasets for Diabetic Retinopathy Detection
awesome-list medical-imaging diabetic-retinopathy diabetic-retinopathy-detection
Created 2020-03-20
75 commits to master branch, last one 2 months ago
nkicsl
Fundus_Review nkicsl
10
88
unknown
4
Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.
glaucoma deep-learning fundus-images retinal-images image-synthesis medical-imaging disease-diagnosis od-oc-segmentation lesion-segmentation diabetic-retinopathy blood-vessel-segmentation age-related-macular-degeneration
Created 2020-10-05
23 commits to main branch, last one 2 years ago
zzdyyy
Patho-GAN zzdyyy
16
72
unknown
2
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"
gan fundus exudates deep-learning explainable-ai retinal-images image-synthesis medical-imaging interpretability lesion-detection data-augmentation lesion-segmentation diabetic-retinopathy microaneurysm-detection medical-image-processing
Created 2021-02-10
10 commits to main branch, last one 2 years ago
ipc-lab
private-ml-for-health ipc-lab
17
65
mit
8
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
opacus privacy squeezenet deep-learning machine-learning federated-learning deep-neural-network medical-application diabetic-retinopathy differential-privacy medical-image-processing diabetic-retinopathy-detection secure-multi-party-computation
Created 2020-10-27
102 commits to main branch, last one 2 years ago
YijinHuang
Lesion-based-Contrastive-Learning YijinHuang
6
36
unknown
2
This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
miccai-2021 contrastive-learning diabetic-retinopathy medical-image-analysis self-supervised-learning
Created 2021-07-07
14 commits to main branch, last one 23 hours ago