MESCnn: MESC classification by neural network
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Jan 8, 2024 - Python
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kidney-histology
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Deep Learning for Kidney Histologic Primitives (U-Net implementation in PyTorch)
machine-learning deep-learning image-segmentation digital-pathology medical-image-analysis kidney-histology
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Jan 13, 2021 - Jupyter Notebook
This project demonstrates the effectiveness of Deep Atrous Convolution (DeepLab V3) with a ResNet-101 backbone for segmentation of glomeruli within kidney Whole Slide Imaging (WSI) at full resolution.
deeplearning semantic-segmentation deeplabv3 pytorch-implementation glomerulus kidney-histology glomerulus-detection
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Updated
Jan 31, 2022
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