Official Repo of "MS-SST: Single Image Reconstruction-based Stain-Style Transfer for Multi-domain Hematoxylin & Eosin Stained Pathology Images"
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Updated
Apr 20, 2023
Official Repo of "MS-SST: Single Image Reconstruction-based Stain-Style Transfer for Multi-domain Hematoxylin & Eosin Stained Pathology Images"
Tricks based on stain variations for histology analysis
stain augmentation method based on stainmix up using multiple known stain matrices.
This repo contains source code for the paper: "Evaluating the Effectiveness of Stain Normalization Techniques in Automated Grading of Invasive Ductal Carcinoma Histopathological Images?"
The code for stain standardization capsule
Scripts and figures as a part of an ongoing research initiative for Advancing Hepatocellular Carcinoma Staging and Prognosis
Whole Slide Image Stain Normalisation and Augmentation
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.
Code associated with engineering thesis "Learning-Based Staining Normalization for Improving Registration of Histology Images"
ParamNet: a parameter-variable network for fast stain normalization
🌟 GPU-accelerated stain normalization command line tool
Gpu accelerated vahadane stain normalization for Digital Pathology workflows.
Pytorch-adaptation of GPU-accelerated StainTool's stain normalization algorithms
Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).
StainNet: a fast and robust stain normalization network
RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
adaptive color deconvolution for paper "Zheng et al., CMPB, 2019"
Stain normalization tools for histological analysis and computational pathology
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
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