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@@ -103,7 +103,18 @@ Below is a code snippet to help you quickly try out our ColonR1 model using Hugg
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  print(output_text)
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  ```
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  # License
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  This project utilizes certain datasets and checkpoints that are subject to their respective original licenses. Users must comply with all terms and conditions of these original licenses.
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  The content of this project itself is licensed under the Apache license 2.0.
 
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  print(output_text)
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  ```
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+ # Reference
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+
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+ Feel free to cite if you find the **Colon-X Project** useful for your work:
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+ @article{ji2025colonx,
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+ title={Colon-X: Advancing Intelligent Colonoscopy from Multimodal Understanding to Clinical Reasoning},
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+ author={Ji, Ge-Peng and Liu, Jingyi and Fan, Deng-Ping and Barnes, Nick},
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+ journal={arXiv preprint arXiv:2512.03667},
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+ year={2025}
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+ }
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+
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  # License
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  This project utilizes certain datasets and checkpoints that are subject to their respective original licenses. Users must comply with all terms and conditions of these original licenses.
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  The content of this project itself is licensed under the Apache license 2.0.