Ausgabe Sonderheft 3/2019
Selected articles from the first International Workshop on Health Natural Language Processing (HealthNLP 2018)
Inhalt (13 Artikel)
Special issue of BMC medical informatics and decision making on health natural language processing
V. G. Vinod Vydiswaran, Yaoyun Zhang, Yanshan Wang, Hua Xu
A two-site survey of medical center personnel’s willingness to share clinical data for research: implications for reproducible health NLP research
Chunhua Weng, Carol Friedman, Casey A. Rommel, John F. Hurdle
Discovering associations between problem list and practice setting
Liwei Wang, Yanshan Wang, Feichen Shen, Majid Rastegar-Mojarad, Hongfang Liu
Natural language processing of radiology reports for identification of skeletal site-specific fractures
Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks
Liang Yao, Chengsheng Mao, Yuan Luo
Identifying peer experts in online health forums
V.G.Vinod Vydiswaran, Manoj Reddy
Parsing clinical text using the state-of-the-art deep learning based parsers: a systematic comparison
Yaoyun Zhang, Firat Tiryaki, Min Jiang, Hua Xu
Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification
David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
Extracting health-related causality from twitter messages using natural language processing
Son Doan, Elly W. Yang, Sameer S. Tilak, Peter W. Li, Daniel S. Zisook, Manabu Torii
Developing a portable natural language processing based phenotyping system
Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo
Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF
Buzhou Tang, Xiaolong Wang, Jun Yan, Qingcai Chen
Facilitating accurate health provider directories using natural language processing
Matthew J. Cook, Lixia Yao, Xiaoyan Wang
EHR problem list clustering for improved topic-space navigation
Markus Kreuzthaler, Bastian Pfeifer, Jose Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz