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README.md
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---
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license: gpl-3.0
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---
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---
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license: gpl-3.0
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---
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[UNOFFICIAL]
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This is a unofficial, rehosted repository for CTransPath.
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The original and official repository is https://github.com/Xiyue-Wang/TransPath
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and the paper is https://www.sciencedirect.com/science/article/abs/pii/S1361841522002043
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CTransPath is released under the GPLv3 License and is available for non-commercial academic purposes.
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This work is not affiliated with the authors of CTransPath and is intended to help
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others reuse the model.
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Please use the following transform with this model.
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```python
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from torchvision import transforms
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mean = (0.485, 0.456, 0.406)
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std = (0.229, 0.224, 0.225)
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trnsfrms_val = transforms.Compose(
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[
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transforms.Resize(224),
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transforms.ToTensor(),
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transforms.Normalize(mean = mean, std = std)
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]
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)
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```
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If you find this useful, cite the papers of the CTransPath authors. Please also check the authors'
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GitHub repository for any other papers to cite.
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```bibtex
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@{wang2022,
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title={Transformer-based Unsupervised Contrastive Learning for Histopathological Image Classification},
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author={Wang, Xiyue and Yang, Sen and Zhang, Jun and Wang, Minghui and Zhang, Jing and Yang, Wei and Huang, Junzhou and Han, Xiao},
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journal={Medical Image Analysis},
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year={2022},
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publisher={Elsevier}
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}
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@inproceedings{wang2021transpath,
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title={TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification},
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author={Wang, Xiyue and Yang, Sen and Zhang, Jun and Wang, Minghui and Zhang, Jing and Huang, Junzhou and Yang, Wei and Han, Xiao},
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booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
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pages={186--195},
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year={2021},
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organization={Springer}
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}
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```
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