metadata
tags:
- model_hub_mixin
- pytorch_model_hub_mixin
license: mit
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?
- Code: DLILP
- Paper: IPMI 2025 - ArXiv
- Docs: Documentation
- Tutorial: Notebook
About "CXR_Unimodal_C" weights:
- A vision encoder for CXR pre-trained using only a vision encoder, via labels extracted trough NER extraction methods.
- Pre-trained on CheXpert data.
If you find this repository useful, please consider citing this paper:
@inproceedings{dlilp,
title={A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?},
author={Julio Silva-Rodríguez and Jose Dolz and Ismail {Ben Ayed}},
booktitle={Information Processing in Medical Imaging (IPMI)},
year={2025}
}