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@@ -117,10 +117,14 @@ Validated on 18 diverse benchmarks with more than 14,000 whole slide images (WSI
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  <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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  ```
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- @article{zhou2024keep,
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- title={A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis},
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- author={Xiao Zhou, Luoyi Sun, Dexuan He, Wenbin Guan, Ruifen Wang, Lifeng Wang, Xin Sun, Kun Sun, Ya Zhang, Yanfeng Wang, Weidi Xie},
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- journal={arXiv preprint arXiv:2412.13126},
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- year={2024}
 
 
 
 
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  }
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  ```
 
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  <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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  ```
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+ @article{ZHOU2026,
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+ title = {Knowledge-enhanced pretraining for vision-language pathology foundation model on cancer diagnosis},
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+ journal = {Cancer Cell},
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+ year = {2026},
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+ issn = {1535-6108},
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+ doi = {https://doi.org/10.1016/j.ccell.2026.01.019},
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+ url = {https://www.sciencedirect.com/science/article/pii/S1535610826000589},
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+ author = {Xiao Zhou and Luoyi Sun and Dexuan He and Wenbin Guan and Ge Wang and Ruifen Wang and Lifeng Wang and Xiaojun Yuan and Xin Sun and Ya Zhang and Kun Sun and Yanfeng Wang and Weidi Xie},
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+ keywords = {pathology foundation model, cancer diagnosis, vision-language, knowledge enhancement},
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  }
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  ```