3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CL2021
Event-based clinical findings extraction from radiology reports with pre-trained language model
Wilson Lau, Kevin Lybarger, Martin L. Gunn +1
Radiology reports contain a diverse and rich set of clinical abnormalities documented by radiologists during their interpretation of the images. Comprehensive semantic representati…
cs.CL2021★ 3 cited
Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model
Kevin Lybarger, Aashka Damani, Martin Gunn +2
Medical imaging is critical to the diagnosis and treatment of numerous medical problems, including many forms of cancer. Medical imaging reports distill the findings and observatio…
cs.CL2020
Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation
Wilson Lau, Laura Aaltonen, Martin Gunn +1
Selecting radiology examination protocol is a repetitive, and time-consuming process. In this paper, we present a deep learning approach to automatically assign protocols to comput…