Tutorials
- International Conference on Artificial Intelligence in Medicine (AIME). August 25, 2020. “Methods and Applications of Natural Language Processing in Medicine” by Rui Zhang, Yanshan Wang, Hua Xu, Yifan Peng.
- Association of Computational Linguistics/ North American Chapter of the Association for Computational Linguistics (NAACL). June 2, 2019 “Applications of Natural Language Processing in Clinical Research and Practice” by Yanshan Wang, Ahmad Tafti, Sunghwan Sohn and Rui Zhang
Teaching
Foundations of Biomedical Natural Language Processing (HINF 5610) - 3 credits
The course will provide a systematic introduction to basic knowledge and methods used in natural language processing (NLP) research. It will introduce biomedical NLP tasks and methods as well as their resources and applications in the biomedical domain. The course will also provide hands-on experience with existing NLP tools and systems. Students will gain basic knowledge and skills in handling with main biomedical NLP tasks.
- Spring 2021 (online, Canvas)
- Spring 2020 (10:10-13:10 Fri, 1/21-5/4)
Foundations of Health Informatics II (HINF 5431) - 3 credits
An introductory course of health informatics, focusing on applications of informatics concepts and technologies. Topics covered include: health informatics research, literature, and evaluation; decision models; computerized decision support systems; data mining, natural language processing, and other emerging technologies for supporting “Big Data” applications; security for health care information handling. Lectures, readings, and exercises highlight the intersections of these topics with current information technology for clinical care and research.
- Spring 2019 – Health Informatics II (HINF 5431)
- Spring 2018 – Health Informatics II (HINF 5431)
- Spring 2017 – Health Informatics II (HINF 5431)
- Spring 2016 – Health Informatics II (HINF 5431)
- Spring 2015 – Health Informatics II (HINF 5431)
- Spring 2014 – Introduction to NLP in Health Informatics II (HINF 5431)
- Spring 2013 – Introduction to NLP in Health Informatics II (HINF 5431)
- Spring 2012 – Introduction to NLP in Health Informatics II (HINF 5431)