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awesome-ophthalmology

A curated list of awesome AI developments for ophthalmology
https://github.com/chrisnielsen/awesome-ophthalmology

Last synced: 5 days ago
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Papers
- Glaucoma
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  - (paper) - Lab/WRB-Net)
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  - (paper) - Disk-Cup-Segmentation)
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  - (paper) - nerve-cnn)
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- Retinal Fundus Segmentation
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  - (paper) - Vessel-Segmentation)
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  - (paper) - Labs/SGL-Retinal-Vessel-Segmentation)
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  - (paper) - UNet)
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  - (paper) - Medical-Report-Generation-for-Retinal-Images-via-Deep-Models-and-Visual-Explanation)
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  - (paper) - lesions)
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  - (paper) - liu/Retinal-Vessel-Segmentation)
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- Retinal OCT Segmentation
  - (paper) - OCTA-vessel-segmentation)
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  - (paper) - Li/MGU-Net)
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  - (paper) - net-v2)
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  - (paper) - ESN-For-Image-Quality)
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  - (paper) - Lab/OCTA-Net-OCTA-Vessel-Segmentation-Network)
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  - (paper) - domain-adapted-network)
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- Generative Models
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  - (paper) - GANs)
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  - (paper) - GAN-PyTorch)
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  - (paper) - GAN-tensorflow)
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  - (paper) - Medical-Images)
  - (paper) - Anomaly-Detection-with-Generative-Adversarial-Networks)
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  - (paper) - GAN-PyTorch)
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  - (paper) - GAN-tensorflow)
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  - (paper) - Anomaly-Detection-with-Generative-Adversarial-Networks)
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- Iris Segmentation
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  - (paper) - Iris-template-reconstruction)
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  - (paper) - lab/FCNiris)
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  - (paper) - recognition-OTS-DNN)
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  - (paper) - iris)
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  - (paper) - recognition---pm-diseased-human-driven-bsif)
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  - (paper) - --Iris-recognition-using-triplets)
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  - (paper) - Eye)
- Macular Degeneration
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- Retinal Fundus Classification
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  - (paper) - data/Blindness-Detection-Diabetic-Retinopathy-)
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  - (paper) - Unifei/PCO102)
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  - (paper) - MedAL)
  - (paper) - retina-replication)
  - (paper) - Diabetic-Retinopathy-Detection)
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  - (paper) - retina-replication)
  - (paper) - lesion-detection)
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  - (paper) - Aditya/Healthcare-Data-Analytics)
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  - (paper) - Convergence-Index-Features)
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  - (paper) - pytorch)
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- Retinal OCT Classification
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  - (paper) - learning-based-binary-classifier)
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  - (paper) - diagn-semi-supervised)
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Datasets
- Diabetic Retinopathy Classification
- Glaucoma Classification
  - REFUGE Challenge (Retinal Fundus Glaucoma Challenge)
  - G1020
- Retinal Image Registration
  - FIRE (Fundus Image Registration Dataset)
- Retinal Vessel Segmentation

Categories

Papers 711 Datasets 13

Sub Categories

Retinal Fundus Segmentation 151 Retinal Fundus Classification 144 Retinal OCT Segmentation 94 Generative Models 92 Glaucoma 83 Iris Segmentation 76 Retinal OCT Classification 41 Macular Degeneration 30 Retinal Vessel Segmentation 7 Diabetic Retinopathy Classification 3 Glaucoma Classification 2 Retinal Image Registration 1