4 citations · 5 across the 3 of their papers we have counts for
8 papers · 1 filter
Prompt-based Generative Approach towards Multi-Hierarchical Medical Dialogue State Tracking
Jun Liu, Tong Ruan, Haofen Wang +1
The medical dialogue system is a promising application that can provide great convenience for patients. The dialogue state tracking (DST) module in the medical dialogue system whic…
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization
Ming Liang, Kui Xue, Tong Ruan
Medical terminology normalization aims to map the clinical mention to terminologies come from a knowledge base, which plays an important role in analyzing Electronic Health Record(…
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
Kui Xue, Yangming Zhou, Zhiyuan Ma +3
Entity and relation extraction is the necessary step in structuring medical text. However, the feature extraction ability of the bidirectional long short term memory network in the…
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…
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…
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…