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Diabetic Retinopathy Detection

3 papers with code · Medical

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O-MedAL: Online Active Deep Learning for Medical Image Analysis

28 Aug 2019adgaudio/O-MedAL

Experiments on three medical image datasets show that our novel online active learning model requires significantly less labelings, is more accurate, and is more robust to class imbalances than existing methods.

ACTIVE LEARNING DIABETIC RETINOPATHY DETECTION

Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset

17 May 2019ShubhayanS/Multiclass-Diabetic-Retinopathy-Detection

Annotated training data insufficiency remains to be one of the challenges of applying deep learning in medical data classification problems.

DIABETIC RETINOPATHY DETECTION IMAGE CLASSIFICATION OBJECT RECOGNITION TRANSFER LEARNING