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Identifying diabetic retinopathy using convolutional neural networks

Jama16 Retina Replication ⭐ 75

JAMA 2016; 316(22) Replication Study

OIR Segmentation

Detecting Diabetic Retinopathy ⭐ 10

Deep learning applied to Kaggle's Diabetic retinopathy dataset.

Deep.learning.diabetic.retinopathy ⭐ 10

Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs"

Retinopathy Classifier ⭐ 6

Diabetic Retinopathy Classifier built with fastai and Heroku

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