RadSearch: Semantic search and retrieval for radiology reports (update in progress)

This is a repository for training an embedding model for semantic search and retrieval of radiology reports. Scripts for evaluating search performance using three search metrics are also provided. Further information on the original trained model (RadSearch) and its evaluation can be found in the study below.

Training scripts can be found here: Training

Evaluation scripts can be found here: Search Metrics

Citation

If you find this work helpful, please cite as (to be updated on publication):

@inproceedings{To be determined,
  title={RadSearch: Development and Validation of a Domain-Specific Semantic Search and Retrieval Tool for Radiology Reports},
  author={Cody H Savage, Gunvant Chaudhari, Andrew D Smith, Jae Ho Sohn},
  booktitle={To be determined},
  address={To be determined},
  publisher={To be determined},
  year={To be determined},
  url={To be determined}
}