detection of glomeruli using faster rcnn
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Updated
Nov 22, 2019 - Python
detection of glomeruli using faster rcnn
Glomerular Segmentation in Kidney Tissue Images using U-Net.
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.
Implementation of the methods described in "Unsupervised learning for labeling global glomerulosclerosis"
Implementation of the methods described in "GlomExtractor: a versatile tool for extracting glomerular patches from whole slide kidney biospy images"
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