CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation
This is the single-image Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).
Hugging Face Models From This Paper:
| Link | Longitudinal | Multi-image | Reinforcement learning |
|---|---|---|---|
| https://huggingface.co/aehrc/cxrmate | Y | Y | Y |
| https://huggingface.co/aehrc/cxrmate-tf | Y | Y | N |
| https://huggingface.co/aehrc/cxrmate-multi-tf | N | Y | N |
| https://huggingface.co/aehrc/cxrmate-single-tf | N | N | N |
Paper:
@article{NICOLSON2024101585,
title = {Longitudinal data and a semantic similarity reward for chest X-ray report generation},
journal = {Informatics in Medicine Unlocked},
volume = {50},
pages = {101585},
year = {2024},
issn = {2352-9148},
doi = {https://doi.org/10.1016/j.imu.2024.101585},
url = {https://www.sciencedirect.com/science/article/pii/S2352914824001424},
author = {Aaron Nicolson and Jason Dowling and Douglas Anderson and Bevan Koopman},
}