3 papers
cs.CL2019
Question Answering based Clinical Text Structuring Using Pre-trained Language Model
Jiahui Qiu, Yangming Zhou, Zhiyuan Ma +3
Clinical text structuring is a critical and fundamental task for clinical research. Traditional methods such as taskspecific end-to-end models and pipeline models usually suffer fr…
cs.CL2018
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions
Jiahui Qiu, Qi Wang, Yangming Zhou +2
Clinical Named Entity Recognition (CNER) aims to identify and classify clinical terms such as diseases, symptoms, treatments, exams, and body parts in electronic health records, wh…
cs.CL2018
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network
Qi Wang, Jiahui Qiu, Yangming Zhou +3
Coronary artery disease (CAD) is one of the leading causes of cardiovascular disease deaths. CAD condition progresses rapidly, if not diagnosed and treated at an early stage may ev…