RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
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Updated
Jan 11, 2023 - Python
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stain-augmentation
Here are 6 public repositories matching this topic...
Pytorch-adaptation of GPU-accelerated StainTool's stain normalization algorithms
pytorch
gpu-acceleration
digital-pathology
reinhard
computational-pathology
stain-normalization
stain-separation
stain-augmentation
staintools
vahadane
macenko
pytorch-staintools
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Updated
Feb 1, 2024 - Python
Tricks based on stain variations for histology analysis
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Nov 22, 2022 - Python
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.
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Mar 13, 2024 - Jupyter Notebook
Whole Slide Image Stain Normalisation and Augmentation
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Updated
Jan 30, 2024 - Python
stain augmentation method based on stainmix up using multiple known stain matrices.
deep-learning
pytorch
image-analysis
data-augmentation
augmentation
histology
digital-pathology
computational-pathology
stain-normalization
albumentations
stain-augmentation
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Updated
Jul 24, 2023 - Python
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