kaczmarj commited on
Commit
0fbcfa1
1 Parent(s): 7901ec4

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +48 -0
README.md CHANGED
@@ -1,3 +1,51 @@
1
  ---
2
  license: gpl-3.0
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: gpl-3.0
3
  ---
4
+
5
+ [UNOFFICIAL]
6
+
7
+ This is a unofficial, rehosted repository for CTransPath.
8
+ The original and official repository is https://github.com/Xiyue-Wang/TransPath
9
+ and the paper is https://www.sciencedirect.com/science/article/abs/pii/S1361841522002043
10
+
11
+ CTransPath is released under the GPLv3 License and is available for non-commercial academic purposes.
12
+
13
+ This work is not affiliated with the authors of CTransPath and is intended to help
14
+ others reuse the model.
15
+
16
+ Please use the following transform with this model.
17
+
18
+ ```python
19
+ from torchvision import transforms
20
+
21
+ mean = (0.485, 0.456, 0.406)
22
+ std = (0.229, 0.224, 0.225)
23
+ trnsfrms_val = transforms.Compose(
24
+ [
25
+ transforms.Resize(224),
26
+ transforms.ToTensor(),
27
+ transforms.Normalize(mean = mean, std = std)
28
+ ]
29
+ )
30
+ ```
31
+
32
+ If you find this useful, cite the papers of the CTransPath authors. Please also check the authors'
33
+ GitHub repository for any other papers to cite.
34
+
35
+ ```bibtex
36
+ @{wang2022,
37
+ title={Transformer-based Unsupervised Contrastive Learning for Histopathological Image Classification},
38
+ author={Wang, Xiyue and Yang, Sen and Zhang, Jun and Wang, Minghui and Zhang, Jing and Yang, Wei and Huang, Junzhou and Han, Xiao},
39
+ journal={Medical Image Analysis},
40
+ year={2022},
41
+ publisher={Elsevier}
42
+ }
43
+ @inproceedings{wang2021transpath,
44
+ title={TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification},
45
+ author={Wang, Xiyue and Yang, Sen and Zhang, Jun and Wang, Minghui and Zhang, Jing and Huang, Junzhou and Yang, Wei and Han, Xiao},
46
+ booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
47
+ pages={186--195},
48
+ year={2021},
49
+ organization={Springer}
50
+ }
51
+ ```