huomarc / DeepLearningMedicalImageSegmentation

Deep Learning Segmentation for Diabetic Retinopathy, 2D/3D Lung Segmentation

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Deep Learning Segmentation for Diabetic Retinopathy Severity Classification, 2D/3D Lung Segmentation

Note: Please find Jupyter Notebook in PDF with model architecture, pre-processing, training, prediction, and evaluation

Diabetic Retinopathy: Severity classification with MobileNetV2 DL Architecture 2D Lung Segmentation: CT Image Segmentation with U-Net Model DL Architecture 3D Lung Segmentation: Generative Chunking & 3D U-Net Model DL Architecture

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Deep Learning Segmentation for Diabetic Retinopathy, 2D/3D Lung Segmentation