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
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- 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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A Deep Learning Approach to Classify Fabry Cardiomyopathy from Hypertrophic Cardiomyopathy Using Cine Imaging on Cardiac Magnetic Resonance
Chen, W. W., Kuo, L., Lin, Y. X., Yu, W. C., Tseng, C. C., Lin, Y. J., Huang, C. C., Chang, S. L., Wu, J. C. H., Chen, C. K., Weng, C. Y., Chan, S., Lin, W. W., Hsieh, Y. C., Lin, M. C., Fu, Y. C., Chen, T., Chen, S. A. & Lu, H. H. S., 2024, In: International Journal of Biomedical Imaging. 2024, 6114826.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks
Su, T. Y., Wu, J. C. H., Chiu, W. C., Chen, T.-J., Lo, W. L. & Lu, H. H. S., 2024, (Accepted/In press) In: Journal of Dental Sciences.Research output: Contribution to journal › Article › peer-review
Open Access -
Axial length, more than aging, decreases the thickness and superficial vessel density of retinal nerve fiber layer in non-glaucomatous eyes
Huang, K. I., Su, F. Y., Ho, H. Y., Ho, H. C., Chen, Y. W., Lee, C. K., Lai, F., Lu, H. H. S. & Ko, M. L., Dec 2024, In: International Ophthalmology. 44, 1, 130.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Big Data Model Building Using Dimension Reduction and Sample Selection
Deng, L. Y., Yang, C. C., Bowman, D., Lin, D. K. J. & Lu, H. H. S., 2024, In: Journal of Computational and Graphical Statistics. 33, 2, p. 435-447 13 p.Research output: Contribution to journal › Article › peer-review
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Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units
Wu, J. C. H., Liao, N. C., Yang, T. H., Hsieh, C. C., Huang, J. A., Pai, Y. W., Huang, Y. J., Wu, C. L. & Lu, H. H. S., May 2024, In: Bioengineering. 11, 5, 421.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