Projects per year
Personal profile
Research Interests
Scientific Computing, Image Science, Bioinformatics
Experience
1989 ~ 1994 Teaching and Research Assistant, Cornell University
1994/8 ~ 2002/1 Associate Professor, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan
1995 ~ 1997, 2008 ~ 2010 Associate Editor for Journal of the Chinese Statistical Association
2000 Visiting Scholar, Institute of Pure and Applied Mathematics, UCLA
2001 Visiting Scholar, Department of Biostatistics, Harvard University
2002/8 ~ 2005/7 Director, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan,
2002 ~ 2007, 2006/02 ~ 2007/01 Visiting Scholar, Department of Ecology and Evolution, University of Chicago, USA
2002/2 ~ present Professor, Institute of Statistics, National Chiao Tung University, Taiwan
2005 ~ 2008 Associate Editor for Statistica Sinica
2008/2 ~ 2011/7 Chairman, Interdisciplinary Sciences Degree Program, College of Science, National Chiao Tung University, Taiwan
2008/7 Guest Editor for the Special Issue in Journal of Data Science
2010 Guest Editor for the Special Issue in International Journal of Systems and Synthetic Biology
2011 Co-editor for Handbook of Statistical Bioinformatics, Springer
2011/8 ~ 2014/7 Dean, College of Science, National Chiao Tung University, Taiwan
2012 ~ 2014 Board of Directors, International Chinese Statistical Association (ICSA) Board
2014 ~ 2017 Editorial Board, Journal of Applied Mathematics, International Scholarly Research Network
2015/7 ~ 2018/1 Director, Big Data Research Center, National Chiao Tung University, Taiwan
2016/1 ~ present Vice President for Academic Affairs, National Chiao Tung University, Taiwan
2017 ~ present Associate Editor, Journal of the American Statistical Association, Theory and Methods
2018 Co-editor for Handbook of Big Data Analytics, Springer
Education/Academic qualification
PhD, Statistics, Cornell University
External positions
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 35 Finished
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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高維問題之線上非線性降維法與應用-資料降維之線上學習演算法與其應用
Lu, H.-S. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Developing Deep Learning Model for COVID-19 and Multiple Lung Diseases
Lu, H.-S. (PI)
1/07/20 → 31/05/21
Project: Government Ministry › Other Government Ministry Institute
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Artificial Intelligence Applications in the Diagnosis, Treatment, and Prognosis of Hepatocellular Carcinoma
Lu, M. Y., Wu, J. C. H., Lu, H. H. S., Eslam, M. & Yu, M. L., Jan 2026, In: Gut and Liver. 20, 1, p. 5-23 19 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Clinical implementation of 3D deep learning techniques in predicting touch-up lesions for atrial fibrillation patients undergoing cryoablation
Liu, C. M., Chen, W. W., Chang, S. L., Tseng, C. C., Huang, C. C., Lin, Y. J., Lo, L. W., Hu, Y. F., Chung, F. P., Chang, T. Y., Lin, C. Y., Chao, T. F., Tuan, T. C., Liao, J. N., Kuo, L., Wu, C. I., Liu, S. H., Wu, J. C. H., Lu, H. H. S. & Chen, S. A., Jun 2026, In: IJC Heart and Vasculature. 64, 101912.Research output: Contribution to journal › Article › peer-review
Open Access -
Echocardiographic Evaluation in Children with Post-Acute Sequelae of SARS-CoV-2 Infection Using Deep Learning
Peng, Y. C., Huang, Y. J., Liu, X. L., Wu, J. C. H., Liu, P. Y., Hsu, Y. L., Chen, P. C., Wu, L. S. H., Tsai, H. J., Chen, W. W., Hsieh, K. S., Lu, H. H. S. & Wang, J. Y., 2026, (Accepted/In press) In: Journal of Imaging Informatics in Medicine.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Pediatric post-acute sequelae of SARS-CoV-2 infection in Taiwan: Insights from the DISCOVER cohort
the DISCOVER Study Group, Jul 2026, In: Pediatrics and Neonatology. 67, 4, p. 343-349 7 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Random Integrated Subdata Ensemble Method for Key Variable Selection in Rare Event Setting
Yang, C. C., Deng, J., Deng, L. Y. & Lu, H. S., Jul 2026, In: Journal of Forecasting. 45, 4, p. 1878-1889 12 p.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
Activities
- 2 Editorial work
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (Event)
Lu, H.-S. (Member of editorial board)
1 Jan 2019 → 31 Dec 2019Activity: Publication peer-review and editorial work › Editorial work
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (Event)
Lu, H.-S. (Member of editorial board)
1 Jan 2017 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work