Radiology Personnel

Martin Gunn, M.B.Ch.B., FRANZCR

Professor
Vice Chair of Informatics
Abdominal Imaging
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Biography

Dr. Gunn is a professor of Radiology and the Medical Director of Informatics at the University of Washington. His areas of clinical and research interests include imaging of high-energy trauma, non-invasive cardiovascular imaging, new CT technologies, radiation dose reduction, CT/MRI contrast materials, and the use of text mining, machine learning and data analytics to improve the quality and efficiency of radiology services.

Recent Publications (via Semantic Scholar)



Early head‐to‐pelvis computed tomography in out‐of‐hospital circulatory arrest without obvious etiology
K. Branch, J. Strote, M. Gunn, et al. - Published 2021 - ACADEMIC EMERGENCY MEDICINE : OFFICIAL JOURNAL OF THE SOCIETY FOR ACADEMIC EMERGENCY MEDICINE

Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model
K. Lybarger, A. Damani, M. Gunn, et al. - Published 2021 - ARXIV

Diagnostic Accuracy of Early Computed Tomographic Coronary Angiography to Detect Coronary Artery Disease After Out-of-Hospital Circulatory Arrest.
K. Branch, Ravi S. Hira, Robin M. Brusen, et al. - Published 2020 - RESUSCITATION

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation
Wilson Lau, Laura Aaltonen, M. Gunn, et al. - Published 2020 - ARXIV