Projects per year
Personal profile
Education
- 2016.07 Ph.D., Department of Information Management, National Taiwan University, Taiwan
- 2007.06 M.S., Department of Information Management, Chang Jung Christian University, Taiwan
- 2005.06 B.S., Department of Information Management, Leader University, Taiwan
Experience
- 2023.08- Deputy Director TMU Research Center for AI in Medicine. Ph.D., National Taiwan University
- 2023.08- Professor, Graduate Institute of Data Science, Taipei Medical University
- 2023.08- Professor, International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2023.08- Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
2020.08- Vice Dean, Data Science, Taipei Medical University - 2020.08-2023.08 Associate Professor, Graduate Institute of Data Science, Taipei Medical University
- 2020.08-2023.08 Associate Professor, , International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2020.08-2023.08 Associate Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2020.07-2020.08 Assistant Professor, International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2019.08-2020.08 Assistant Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2017.08-2020.07 Assistant Professor, Graduate Institute of Data Science, Taipei Medical University
- 2017.01-2017.07 Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan
- 2016.08-2016.12 Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
Research Interests
- Natural Language Processing
- Information Extraction and Retrieval
- Text Categorization
- Cognitive Search
- Sentiment (Opinion and Emotion) Analysis
- Intelligent Chatbot of Deep Language Understanding
Awards
- Future Tech Awards (2023)
- Best Paper Award in NCS 2023 (2023)
- TMU Annual Teacher Teaching Performance Award (2023)
- 2021 Top 2 of JISE ANNUAL BEST REVIEWER AWARD TMU Annual Teacher Teaching Performance Award (2020)
- 2016 Academia Sinica Postdoctoral Fellowship (acceptance rate: 6/181 = 3.31%)
- 2016 ACLCLP Doctoral Dissertation Award
- 2016 Bronze medal 5x5 Shogi in TCGA 2016 computer game tournaments
- 2015 ACLCLP Student Travel Grant for ACL-IJCNLP, Taiwan
- 2015 Bronze medal 5x5 Shogi in TAAI 2015 computer game tournaments
- 2014 Bronze medal 5x5 Shogi in TAAI 2014 computer game tournaments
- 2014 Merit Paper Award in the international track of TAAI
- 2013 FAOS Outstanding Students Conference Travel Grant
- 2013 Merit Paper Award in the domestic track of TAAI
- 2006 Best Paper Award of the Computer Society of the Republic of China
- 2005 Best Paper Award of the 2005 National Computer Symposium
- 2004 Best Final Project Award of the Department of Information Management Leader University, Taiwan
Related Link
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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112-113年度「具化學結構感知BERT於預測化學物質毒性之開發及研究計畫」
Chang, Y.-C. (PI)
1/1/24 → 12/31/24
Project: A - Government Institution › a - National Health Research Institutes
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112-113年度「具化學結構感知BERT於預測化學物質毒性之開發及研究計畫」
Chang, Y.-C. (PI)
9/1/23 → 12/31/23
Project: A - Government Institution › a - National Health Research Institutes
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「112年運動科學支援競技運動計畫」「基於機器學習方法分析運動數據以提升籃球技戰術之運用」
Chang, Y.-C. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › d - Ministry of Education
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以深度學習與視覺化分析技術促進服務產業之企業永續發展
Chang, Y.-C. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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112年度【產學合作計畫-多模態人工智慧個人化運動姿態輔助教學系統之研發】
Chang, Y.-C. (PI)
6/1/23 → 5/31/24
Project: A - Government Institution › b - National Science and Technology Council
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AMP-BiLSTM: An Enhanced Highlight Extraction Method Using Multi-Channel Bi-LSTM and Self-Attention in Streaming Videos
Lin, S. J., Chen, C. C. & Chang, Y. C., 2024, Proceedings - 18th IEEE International Conference on Semantic Computing, ICSC 2024. Institute of Electrical and Electronics Engineers Inc., p. 9-16 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A nursing note-aware deep neural network for predicting mortality risk after hospital discharge
Huang, Y. Z., Chen, Y. M., Lin, C. C., Chiu, H. Y. & Chang, Y. C., Aug 2024, In: International Journal of Nursing Studies. 156, 104797.Research output: Contribution to journal › Article › peer-review
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Applying machine learning to assess the morphology of sculpted teeth
Fan, F. Y., Lin, W. C., Huang, H. Y., Shen, Y. K., Chang, Y. C., Li, H. Y., Ruslin, M. & Lee, S. Y., Jan 2024, In: Journal of Dental Sciences. 19, 1, p. 542-549 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A pre-trained language model for emergency department intervention prediction using routine physiological data and clinical narratives
Huang, T. Y., Chong, C. F., Lin, H. Y., Chen, T. Y., Chang, Y. C. & Lin, M. C., Nov 2024, In: International Journal of Medical Informatics. 191, 105564.Research output: Contribution to journal › Article › peer-review
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How to strategically respond to online hotel reviews: A strategy-aware deep learning approach
Ku, C. H., Chang, Y. C. & Wang, Y., Jul 2024, In: Information and Management. 61, 5, 103970.Research output: Contribution to journal › Article › peer-review
Datasets
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Sample Data of PPT Movie Review
Chang, Y.-C. (Contributor), Harvard Dataverse, 2019
DOI: 10.7910/dvn/dslax5, https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/DSLAX5
Dataset