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
- 2020.08- Vice Dean, Data Science, Taipei Medical University
- 2020.08- Associate Professor, Graduate Institute of Data Science, Taipei Medical University
- 2020.07- Assistant Professor, International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2019.08- Joint-Appointment Associate 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
- 2010.01-2016.07 Research Assistant, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
- 2008.01-2009.12 Software Engineer, Institute of Physics, Academia Sinica, Grid Computing Center, 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
- 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」
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
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】
6/1/23 → 5/31/24
Project: A - Government Institution › b - National Science and Technology Council
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建構大型語言模型於肺癌病理報告自動化分析與病理摘要生成
1/1/23 → 12/31/23
Project: B - Project of TMU › h - Higher Education Sprout Project
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文字及語音情緒辨識系統導入探討社群意見領袖行為對投資人情緒及股票報酬的影響
1/1/23 → 12/31/23
Project: C - Project of Alliance › j - National Taipei University of Technology
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Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII
Leaman, R., Islamaj, R., Adams, V., Alliheedi, M. A., Almeida, J. R., Antunes, R., Bevan, R., Chang, Y. C., Erdengasileng, A., Hodgskiss, M., Ida, R., Kim, H., Li, K., Mercer, R. E., Mertová, L., Mobasher, G., Shin, H. C., Sung, M., Tsujimura, T., Yeh, W. C., & 1 others, Mar 2023, In: Database : the journal of biological databases and curation. 2023, baad005.Research output: Contribution to journal › Article › peer-review
Open Access -
Clinical narrative-aware deep neural network for emergency department critical outcome prediction
Chen, M. C., Huang, T. Y., Chen, T. Y., Boonyarat, P. & Chang, Y. C., Feb 2023, In: Journal of Biomedical Informatics. 138, 104284.Research output: Contribution to journal › Article › peer-review
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Using Text Mining and Data Visualization Approaches for Investigating Mental Illness from the Perspective of Traditional Chinese Medicine
Lin, W-L., Liang, Y-C., Chung, K-H., Chen, P-H. & Chang, Y-C., 2023, In: Medicina. 59, 2Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A BERT-based ensemble learning approach for the BioCreative VII challenges: full-text chemical identification and multi-label classification in PubMed articles
Lin, S. J., Yeh, W. C., Chiu, Y. W., Chang, Y. C., Hsu, M. H., Chen, Y. S. & Hsu, W. L., 2022, In: Database. 2022, 056.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Deep Multi-Objective Learning from Low-Dose CT for Automatic Lung-RADS Report Generation
Chang, Y. C., Hsing, Y. C., Chiu, Y. W., Shih, C. C., Lin, J. H., Hsiao, S. H., Sakai, K., Ko, K. H. & Chen, C. Y., Mar 2022, In: Journal of Personalized Medicine. 12, 3, 417.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)
Datasets
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Sample Data of PPT Movie Review
Chang, Y. (Contributor), Harvard Dataverse, 2019
DOI: 10.7910/dvn/dslax5, https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/DSLAX5
Dataset