README.md

metadata

license: apache-2.0

CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation

This is the longitudinal, variable Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).

Hugging Face Models From This Paper:

Link	Longitudinal	Variable no. of CXRs	Reinforcement learning
https://huggingface.co/aehrc/cxrmate	Y	Y	Y
https://huggingface.co/aehrc/cxrmate-tf	Y	Y	N
https://huggingface.co/aehrc/cxrmate-variable-tf	N	Y	N
https://huggingface.co/aehrc/cxrmate-single-tf	N	N	N

ArXiv:

• https://arxiv.org/abs/2307.09758

GitHub Repository:

• https://github.com/aehrc/cxrmate

Notebook Example:

• https://github.com/aehrc/cxrmate/blob/main/examples/cxrmate.ipynb