adaptive color deconvolution for paper "Zheng et al., CMPB, 2019"
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Updated
Dec 31, 2020 - Python
adaptive color deconvolution for paper "Zheng et al., CMPB, 2019"
The code for stain standardization capsule
StainNet: a fast and robust stain normalization network
Code associated with engineering thesis "Learning-Based Staining Normalization for Improving Registration of Histology Images"
Tricks based on stain variations for histology analysis
RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).
Official Repo of "MS-SST: Single Image Reconstruction-based Stain-Style Transfer for Multi-domain Hematoxylin & Eosin Stained Pathology Images"
ParamNet: a parameter-variable network for fast stain normalization
stain augmentation method based on stainmix up using multiple known stain matrices.
🌟 GPU-accelerated stain normalization command line tool
This repo contains source code for the paper: "Evaluating the Effectiveness of Stain Normalization Techniques in Automated Grading of Invasive Ductal Carcinoma Histopathological Images?"
Whole Slide Image Stain Normalisation and Augmentation
Pytorch-adaptation of GPU-accelerated StainTool's stain normalization algorithms
Gpu accelerated vahadane stain normalization for Digital Pathology workflows.
I included 7 sample lung pathology images (Lung Adenocarcinoma, Squamos Cell Carcinoma, and Mesothelioma). Attached are folders containing each respective samples and specific normalization results.
Stain normalization tools for histological analysis and computational pathology
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
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