/Automatic-Assignment-of-Radiology-Examination

Repository for the paper in AMIA 2021 Annual Symposium

Primary LanguagePythonMIT LicenseMIT

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation

Repository for Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation (accepted at AMIA 2021 Annual Symposium)

Note

This repository contains codes for the experiments in the paper.

Clinical experimental data are not included to comply with HIPAA Privacy.

Citation

Wilson Lau, Laura Aaltonen, MD PhD, Martin Gunn, MB ChB, Meliha Yetisgen, PhD

@article{ wilson2021amiasymposium,
    title = "Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation",
    author = "Wilson Lau, Laura Aaltonen, MD PhD, Martin Gunn, MB ChB, Meliha Yetisgen, PhD",
    journal = "AMIA 2021 Annual Symposium,
    month = march,
    year = "2021", 
    publisher = "American Medical Informatics Association",
    note = "accepted",
    url = "http://arxiv.org/abs/2009.00694"
}