Projects per year
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
- 2022- Professor, Professional Master Program for Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2022- Professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 2019-2022 Associate Professor, Professional Master Program for Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2017-2022 Associate Professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 2009-2017 Assistant Professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 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
Related Link
Fingerprint
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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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Clinical Prediction and Pathogenesis Pathway Discovery to Prevent Idiopathic Pregnancy Diseases by Deep Learning Algorithms on Multi-Country Databases( II )
8/1/22 → 7/31/23
Project: A - Government Institution › b - Ministry of Science and Technology
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臺灣乳腺癌術前輔助或術後輔助治療之研究-接受不同類型治療之女性乳癌復發和存活分析之回顧性研究
7/1/22 → 2/28/23
Project: A - Government Institution › b - Ministry of Science and Technology
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根據網路搜尋趨勢以預測新冠肺炎確診病例和未檢出率之人工智慧和訊息流行病學研究
1/1/22 → 12/31/22
Project: B - Project of TMU › h - Higher Education Sprout Project
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運用深度學習演算法分析多國資料庫以預防特發性妊娠疾病之臨床預測和致病反應途徑研發(1/3)
8/1/21 → 7/31/22
Project: A - Government Institution › b - Ministry of Science and Technology
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(教學實踐) 結合數位學習和自主學習法之跨領域資訊專題實作
8/1/21 → 7/31/22
Project: A - Government Institution › d - Ministry of Education
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Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication
Sufriyana, H., Wu, Y-W. & Su, E. C-Y., Feb 2023, (E-pub ahead of print) In: Neural Networks. 162, p. 99-116 18 p.Research output: Contribution to journal › Article › peer-review
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Questionnaire-free machine-learning method to predict depressive symptoms among community-dwelling older adults
Susanty, S., Sufriyana, H., Su, E. C. Y. & Chuang, Y. H., Jan 2023, In: PLoS ONE. 18, 1 January, e0280330.Research output: Contribution to journal › Article › peer-review
Open Access -
XGBoost-Based Simple Three-Item Model Accurately Predicts Outcomes of Acute Ischemic Stroke
Chung, C-C., Su, E. C-Y., Chen, J-H., Chen, Y-T. & Kuo, C-Y., Feb 2023, In: Diagnostics. 13, 5Research output: Contribution to journal › Article › peer-review
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Blood biomarkers representing maternal-fetal interface tissues used to predict early-and late-onset preeclampsia but not COVID-19 infection
Sufriyana, H., Salim, H. M., Muhammad, A. R., Wu, Y. W. & Su, E. C. Y., Jan 2022, In: Computational and Structural Biotechnology Journal. 20, p. 4206-4224 19 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Effects of the Government Response and Community Mobility on the COVID-19 Pandemic in Southeast Asia
Widyasari, V., Lee, C. B., Lin, K. H., Husnayain, A., Su, E. C. Y. & Wang, J. Y., Oct 2022, In: Healthcare (Switzerland). 10, 10, 2003.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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MOESM1 of RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion
Lo, C. (Contributor), Chen, C. (Creator), Su, E. C. (Creator) & Wang, S. (Contributor), Figshare, 2019
DOI: 10.6084/m9.figshare.11447337.v1, https://doi.org/10.6084%2Fm9.figshare.11447337.v1
Dataset
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Additional file 2: of Prediction of HIV-1 protease cleavage site using a combination of sequence, structural, and physicochemical features
Su, E. C. (Creator) & Singh, O. (Creator), Figshare, 2016
DOI: 10.6084/m9.figshare.c.3652448_d6.v1, https://doi.org/10.6084%2Fm9.figshare.c.3652448_d6.v1
Dataset
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Additional file 2 of Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women
Lin, Y. (Creator), Chang, C. (Creator), Chang, Y. (Creator), Tai, C. (Contributor), Su, E. C. (Creator), Chen, J. (Creator), Chang, H. (Creator), Tsai, K. (Contributor), Lin, S. (Creator), Lin, C. (Creator), Tsai, I. (Contributor) & Lu, Y. (Creator), Figshare, 2021
DOI: 10.6084/m9.figshare.13889388.v1, https://doi.org/10.6084%2Fm9.figshare.13889388.v1
Dataset
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Additional file 5 of Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women
Tai, C. (Contributor), Lu, Y. (Creator), Chang, H. (Creator), Chang, Y. (Creator), Lin, S. (Creator), Lin, C. (Creator), Tsai, I. (Contributor), Lin, Y. (Creator), Chang, C. (Creator), Su, E. C. (Creator), Chen, J. (Creator) & Tsai, K. (Contributor), Figshare, 2021
DOI: 10.6084/m9.figshare.13889400.v1, https://doi.org/10.6084%2Fm9.figshare.13889400.v1
Dataset
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Additional file 3 of Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women
Chen, J. (Creator), Tai, C. (Contributor), Lin, S. (Creator), Chang, H. (Creator), Chang, C. (Creator), Tsai, I. (Contributor), Chang, Y. (Creator), Lin, Y. (Creator), Su, E. C. (Creator), Lin, C. (Creator), Lu, Y. (Creator) & Tsai, K. (Contributor), Figshare, 2021
DOI: 10.6084/m9.figshare.13889391.v1, https://doi.org/10.6084%2Fm9.figshare.13889391.v1
Dataset