3 citations · 3 across the 4 of their papers we have counts for
4 papers
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…
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…
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference
William R. Kearns, Wilson Lau, Jason A. Thomas
Recent advances in distributed language modeling have led to large performance increases on a variety of natural language processing (NLP) tasks. However, it is not well understood…
Extraction and Analysis of Clinically Important Follow-up Recommendations in a Large Radiology Dataset
Wilson Lau, Thomas H Payne, Ozlem Uzuner +1
Communication of follow-up recommendations when abnormalities are identified on imaging studies is prone to error. In this paper, we present a natural language processing approach…