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Top 3 lesion-segmentation open source projects

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

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deep-learning medical-imaging retinal-images image-synthesis diabetic-retinopathy glaucoma lesion-segmentation age-related-macular-degeneration disease-diagnosis fundus-images blood-vessel-segmentation od-oc-segmentation

subpixel-embedding-segmentation

PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)

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python shell machine-learning computer-vision deep-learning pytorch mri medical-imaging segmentation ucla atlas lesion-segmentation stroke-lesion ischemic-stroke

melanoma segmentation

Segmentation of skin cancers on ISIC 2017 challenge dataset.

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Jupyter Notebook python computer-vision deep-learning medical-imaging segmentation cancer-detection lesion-segmentation melanoma-segmentation

1-3 of 3 lesion-segmentation projects