Diabetic Retinopathy Detection: Utilizing Multiprocessing for Processing Large Datasets and Transfer Learning to Fine-Tune Deep Learning Models | PyTorch
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May 8, 2025 - Jupyter Notebook
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eyepacs
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The funds image quality label is provided by iMed (homepage: http://imed.nimte.ac.cn/ ; http://imed.nimte.ac.cn/aboutus.html)
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Nov 28, 2019
Detect diabetic retinopathy with patient-level splits to prevent data leakage, grading both eyes via QWK-aware ensembling.
python machine-learning computer-vision deep-learning tensorflow keras image-processing cnn healthcare kaggle-competition data-augmentation svm-classifier retinopathy knn-classification image-synthesis exudates gradcam eyepacs microaneurysm-detection
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Sep 22, 2026
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