Deep learning-based classification of retinal vascular diseases using ultra-widefield colour fundus photographs

Densely Connected Convolutional Networks

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Geometric Learning, Convolutional Neural Network, Engineering +16

Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

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Convolutional Neural Network, Machine Vision, Machine Learning +15

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · Journal of Machine Learning Research · 2010 · 2K citations

Hyperparameter Estimation, Engineering, Machine Learning +14

The Prevalence of Retinal Vein Occlusion: Pooled Data from Population Studies from the United States, Europe, Asia, and Australia

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Ocular Disease, Cardiovascular Disease, Ophthalmology +8

Diabetic Retinopathy in a Multi-ethnic Cohort in the United States

Tien Yin Wong, Ronald Klein, Amirul Islam et al. · American Journal of Ophthalmology · 2006 · 680 citations · Full text

Diabetic Retinopathy, Ocular Disease, Diabetes Epidemiology +6