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  # CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation
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- This is the variable Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).
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  ## Hugging Face Models From This Paper:
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- | Link | Longitudinal | Variable no. of CXRs | Reinforcement learning |
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  |---|---|---|---|
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  | https://huggingface.co/aehrc/cxrmate | Y | Y | Y |
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  | https://huggingface.co/aehrc/cxrmate-tf | Y | Y | N |
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- | https://huggingface.co/aehrc/cxrmate-variable-tf | N | Y | N |
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  | https://huggingface.co/aehrc/cxrmate-single-tf | N | N | N |
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  ## ArXiv:
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  - https://github.com/aehrc/cxrmate
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  ## Notebook Example:
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- - https://github.com/aehrc/cxrmate/blob/main/examples/cxrmate-variable-tf.ipynb
 
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  # CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation
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+ This is the multi-image Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).
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  ## Hugging Face Models From This Paper:
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+ | Link | Longitudinal | Multi-image | Reinforcement learning |
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  |---|---|---|---|
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  | https://huggingface.co/aehrc/cxrmate | Y | Y | Y |
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  | https://huggingface.co/aehrc/cxrmate-tf | Y | Y | N |
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+ | https://huggingface.co/aehrc/cxrmate-multi-tf | N | Y | N |
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  | https://huggingface.co/aehrc/cxrmate-single-tf | N | N | N |
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  ## ArXiv:
 
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  - https://github.com/aehrc/cxrmate
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  ## Notebook Example:
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+ - https://github.com/aehrc/cxrmate/blob/main/examples/cxrmate-multi-tf.ipynb