Emily Chia-Yu Su

Personal profile

Education

2009 Ph.D., Bioinformatics Program, Taiwan International Graduate Program (TIGP), Academia Sinica (in cooperation with Institute of Bioinformatics, National Chiao Tung University)
2003 M.S., Department of Computer Science and Information Engineering, National Taiwan University
2001 B.S., Department of Information and Computer Education (minor in English), National Taiwan Normal University

Experience

2017- Associate Professor, Graduate Institute of Biomedical Informatics
2009-2017 Assistant Professor, Graduate Institute of Biomedical Informatics
2009 Postdoctoral fellow, Institute of Information Sciences, Academia Sinica

Awards

2015, Awarded “Teaching Excellence Award”
2014, Awarded “Teaching Excellence Award”
2012, Awarded “Excellent Mentor Award”
2011, Awarded “Teaching Excellence Award”

Research Interests

Bioinformatics
Medical informatics
Data mining
Natural language processing
Immunoinformatics
Proteomics

URL

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Projects

3 Active
9 Finished

108大專生計畫獎-蘇家玉

Su, E. C.

8/1/19 → 7/31/20

Project: A - Government Institution › b - Ministry of Science and Technology

蘇家玉-2019年度「計畫績效獎」

Su, E. C.

8/1/19 → 7/31/21

Project: B - Project of TMU › h - Other (Funded by TMU)

以機器學習演算法進行抗癌胜肽預測及其生物活性評估之電腦輔助胜肽藥物設計研究

Su, E. C.

8/1/19 → 7/31/20

Project: A - Government Institution › b - Ministry of Science and Technology

基於深度學習優化抗發炎胜肽預測及特性分析之免疫生物資訊學研究

Su, E. C.

7/1/19 → 2/1/20

Project: A - Government Institution › b - Ministry of Science and Technology

運用人工智慧建構慢性疼痛患者長期監測及自我照顧的健康平台-應用深度學習進行慢性疼痛患者的自動化顏面表情分析

Su, E. C.

1/1/19 → 12/1/19

Project: A - Government Institution › d - Ministry of Education

Research Output

296 Citations
8 h-Index
22 Article
3 Conference contribution
2 Book
2 Editorial

Predicting major neurologic improvement and long-term outcome after thrombolysis using artificial neural networks

Chung, C. C., Hong, C. T., Huang, Y. H., Su, E. C. Y., Chan, L., Hu, C. J. & Chiu, H. W., Mar 15 2020, In : Journal of the Neurological Sciences. 410, 116667.

Research output: Contribution to journal › Article

Improving Allergenic Protein Prediction Using Physicochemical Features on Non-Redundant Sequences

Signh, S., Chiu, J. R., Sun, K. L. & Su, E. C. Y., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949197. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

RNA editing-based classification of diffuse gliomas: Predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion

Chen, S. C. C., Lo, C. M., Wang, S. H. & Su, E. C. Y., Dec 24 2019, In : BMC Bioinformatics. 20, 659.

Research output: Contribution to journal › Article

Open Access

Adverse Drug Reaction Post Classification with Imbalanced Classification Techniques

Wang, C. K., Dai, H. J., Wang, F. D. & Su, E. C. Y., Dec 24 2018, Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 5-9 5 p. 8588467. (Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Data-driven approach to improving the risk assessment process of medical failures

Yu, S. H., Su, E. C. Y. & Chen, Y. T., Oct 1 2018, In : International Journal of Environmental Research and Public Health. 15, 10, 2069.

Research output: Contribution to journal › Article

2 Citations (Scopus)