Health Natural Language Processing: Methodology Development and Applications

• Published in: JMIR medical informatics Vol. 9; no. 10; p. e23898
• Main Authors: Hao, Tianyong, Huang, Zhengxing, Liang, Likeng, Weng, Heng, Tang, Buzhou
• Format: Journal Article
• Language: English
• Published: Toronto JMIR Publications 21.10.2021
• Subjects: Artificial intelligence; Clinical trials; Datasets; Decision making; Deep learning; Electronic health records; Fraud; Health informatics; Knowledge representation; Language; Lung cancer; Machine learning; Medical records; Medical research; Natural language processing; Neural networks; Semantics; Social networks; Subject specialists; Traditional Chinese medicine; China

With the rapid growth of information technology, the necessity for processing substantial amounts of health data using advanced information technologies is increasing. A large amount of valuable data exists in natural text such as diagnosis text, discharge summaries, online health discussions, and e...