82 citations · 130 across the 19 of their papers we have counts for
3 papers · 1 filter
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…
Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context
Paul Barry, Sam Henry, Meliha Yetisgen +2
We hypothesize that explicit integration of contextual information into an Multi-task Learning framework would emphasize the significance of context for boosting performance in joi…
Transferability of Neural Network Clinical De-identification Systems
Kahyun Lee, Nicholas J. Dobbins, Bridget McInnes +2
Objective: Neural network de-identification studies have focused on individual datasets. These studies assume the availability of a sufficient amount of human-annotated data to tra…