Xiao Liu

Jiaheng Xie, Xiao Liu, Daniel Dajun Zeng, and Xiao Fang. “Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.” Accepted at MIS Quarterly, 2020.  

Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Dajun Zeng. “Understanding Barriers to Opioid Addiction Treatments from Social Media: A Semantic Network-Based Deep Learning Approach.” Accepted at Journal of Management Information Systems, 2020.

Jessica Sheng, Paul Hu, Xiao Liu, Tingshuo Huang, and Yu-Hsien Chen. “Predictive Analytics for Caring and Managing Acute Disease Patients: A Deep Learning-Based Method to Predict Crucial Complications Phenotypes. ”Accepted at Journal of Medical Internet Research, 2020.

Xiao Liu, Bin Zhang, Anjana Susarla and Rema Padman. “Go to YouTube and See Me Tomorrow:  Use of Social Media for Chronic Conditions.” MIS Quarterly Volume 44, Issue 1, 2020, 257-283.

Jiaheng Xie, Xiao Liu, and Daniel Dajun Zeng. “Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.” Journal of the American Medical Informatics Association 25.1, 2017, 72-80.

Xiao Liu and Hsinchun Chen. “Identifying Adverse Drug Events from Patient Social Media: A Case Study for Diabetes.” IEEE Intelligent System Volume 30, Issue 3. 2015. 44-49.

Xiao Liu and Hsinchun Chen. “A Research Framework for Pharmacovigilance in Health Social Media: Identification and Evaluation of Patient Adverse Drug Event Reports.” Journal of Biomedical Informatics 58, 2015, 268-279.