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UNDERSTANDING MEDICATION NONADHERENCE FROM SOCIAL MEDIA: A SENTIMENT-ENRICHED DEEP LEARNING APPROACH br 期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 1, 页码: 341-372
Authors:  Xie, Jiaheng;  Liu, Xiao;  Zeng, Daniel Dajun;  Fang, Xiao
Favorite  |  View/Download:13/0  |  Submit date:2022/06/10
Sentiment-enriched deep learning  reason mining  social media analytics  health risk analytics  medication nonadherence  
Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning 期刊论文
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2021, 卷号: 38, 期号: 1, 页码: 166-195
Authors:  Xie, Jiaheng;  Zhang, Zhu;  Liu, Xiao;  Zeng, Daniel
Favorite  |  View/Download:31/0  |  Submit date:2021/05/10
Computational design science  deep learning  social media analytics  health IT  HealthTech  opioid addiction  addiction treatment  
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation 期刊论文
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2018, 卷号: 25, 期号: 1, 页码: 72-80
Authors:  Xie, Jiaheng;  Liu, Xiao;  Zeng, Daniel Dajun
Favorite  |  View/Download:97/0  |  Submit date:2018/10/10
E-cigarette Adverse Event  Bi-lstm  Recurrent Neural Network  Word Embedding  Deep Neural Network