Peer-reviewed Publication

1. Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging
   Chia-Hsuan Chang, Mary Lucas, Yeawon Lee, Grace Lu-Yao, and Christopher Yang
   Accepted in International Conference on Artificial Intelligence in Medicine (AIME), 2024
2. Explainable AI for Fair Sepsis Mortality Predictive Model
   Chia-Hsuan Chang, Xiaoyang Wang, and Christopher Yang
   Accepted in International Conference on Artificial Intelligence in Medicine (AIME), 2024
3. Classifying Cancer Stage with Open-Source Clinical Large Language Models
   Chia-Hsuan Chang, Mary Lucas, Grace Lu-Yao, and Christopher Yang
   Accepted in IEEE International Conference on Healthcare Informatics (ICHI), 2024
4. Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content
   Chia-Hsuan Chang, Lei Wang, and Christopher Yang
   Accepted in IEEE International Conference on Healthcare Informatics (ICHI), 2024
5. An ExplainableFair Framework for Predictive Modeling in Healthcare
   Mary Lucas, Xiaoyang Wang, Chia-Hsuan Chang, and Christopher Yang
   Accepted in IEEE International Conference on Healthcare Informatics (ICHI), 2024
6. Examining Public Awareness of Ageist Terms on Twitter: Content Analysis
   Emily Schramm, Christopher C Yang, Chia-Hsuan Chang, Kristine Mulhorn, Shushi Yoshinaga, and Jina Huh-Yoo
   JMIR Aging, 2023
7. On Bridging Consumer Health Search Across Languages Using Cross-Lingual Word Space
   Chia-Hsuan Chang and Christopher Yang
   Electronic Commerce Research and Applications (ECRA), 2023
8. Prompting for Few-shot Adverse Drug Reaction Recognition from Online Reviews
   Chia-Hsuan Chang, Fang-Yu Chang, San-Yih Hwang, and Christopher Yang
   IEEE International Conference on Healthcare Informatics (ICHI), 2023
9. Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion
   Mary Mueni Lucas, Chia-Hsuan Chang, and Christopher Yang
   IEEE International Conference on Healthcare Informatics (ICHI), 2023
10. Topics and Sentiments of Public Concerns Regarding COVID-19 Vaccines: Social Media Trend Analysis
    Michal Monselise, Chia-Hsuan Chang, Gustavo Ferreira, Rita Yang, and Christopher Yang
    Journal of Medical Internet Research (JMIR), 2021
11. A Word Embedding-Based Approach to Cross-Lingual Topic Modeling
    Chia-Hsuan Chang and San-Yih Hwang
    Knowledge and Information Systems (KAIS), 2021
12. Learning Bilingual Sentiment Lexicon for Online Reviews
    Chia-Hsuan Chang, San-Yih Hwang, and Ming-Lun Wu
    Electronic Commerce Research and Applications (ECRA), 2021
13. What Are People Concerned About During the Pandemic? Detecting Evolving Topics about COVID-19 from Twitter
    Chia-Hsuan Chang, Michal Monselise, and Christopher Yang
    Journal of Healthcare Informatics Research (JHIR), 2021
14. Employing Word Mover's Distance for Cross-Lingual Plagiarized Text Detection
    Chia‐Ming Chang, Chia-Hsuan Chang, and San‐Yih Hwang
    Proceedings of the Association for Information Science and Technology, 2020
15. An Approach to Cross-Lingual Sentiment Lexicon Construction
    Chia-Hsuan Chang, Ming-Lun Wu, and San-Yih Hwang
    IEEE International Congress on Big Data (BigDataCongress), 2019
16. Incorporating Word Embedding into Cross-Lingual Topic Modeling
    Chia-Hsuan Chang, San-Yih Hwang, and Tou-Hsiang Xui
    IEEE International Congress on Big Data (BigDataCongress), 2018