Issue Special Issue 5/2019
Selected articles from the second International Workshop on Health Natural Language Processing (HealthNLP 2019)
Content (9 Articles)
Editorial: The second international workshop on health natural language processing (HealthNLP 2019)
Yanshan Wang, Hua Xu, Ozlem Uzuner
Natural language processing for populating lung cancer clinical research data
Liwei Wang, Lei Luo, Yanshan Wang, Jason Wampfler, Ping Yang, Hongfang Liu
Open Access
Software
TestIME: an application for evaluating the efficiency of Chinese input method engines in electronic medical record entry task
Yang Feihong, Guo Haihong, Li Jiao
Open Access
Research
An attention-based deep learning model for clinical named entity recognition of Chinese electronic medical records
Luqi Li, Jie Zhao, Li Hou, Yunkai Zhai, Jinming Shi, Fangfang Cui
Combining entity co-occurrence with specialized word embeddings to measure entity relation in Alzheimer’s disease
Go Eun Heo, Qing Xie, Min Song, Jeong-Hoon Lee
Open Access
Research
A study of deep learning methods for de-identification of clinical notes in cross-institute settings
Xi Yang, Tianchen Lyu, Qian Li, Chih-Yin Lee, Jiang Bian, William R. Hogan, Yonghui Wu
Open Access
Research
RCorp: a resource for chemical disease semantic extraction in Chinese
Yueping Sun, Li Hou, Lu Qin, Yan Liu, Jiao Li, Qing Qian
Open Access
Research
Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text
Jun Xu, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-Jin Lee, Yaoyun Zhang, Stephen Wu, Hua Xu
Open Access
Research
Improving rare disease classification using imperfect knowledge graph
Xuedong Li, Yue Wang, Dongwu Wang, Walter Yuan, Dezhong Peng, Qiaozhu Mei