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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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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(教學實踐) 以人工智慧技術輔助機器學習課程之英文教學實踐及其成效評估
8/1/22 → 7/31/23
Project: A - Government Institution › d - Ministry of Education
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Enhanced Monpa - Multi-Objective Ner Pos Traditional Chinese Annotator
8/1/22 → 7/31/23
Project: A - Government Institution › b - Ministry of Science and Technology
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關鍵文本內文擷取法萃取患者非結構化電子病歷之深度學習方法預測離院後死亡風險
7/1/22 → 2/28/23
Project: A - Government Institution › b - Ministry of Science and Technology
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使用臨床敘事感知的深度神經網路預測急診科的處置
3/1/22 → 2/28/23
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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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. 2023Research 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
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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 Access -
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 Access1 Citation (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