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
Network
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Feature Selection by I-Score
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
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
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
1/07/20 → 31/05/21
Project: Government Ministry › Other Government Ministry Institute
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Deep learning for myocardial ischemia auxiliary diagnosis using CZT SPECT myocardial perfusion imaging
Su, T. Y., Chen, J. J., Chen, W. S., Chang, Y. H. & Lu, H. H. S., 1 Jan 2023, In: Journal of the Chinese Medical Association. 86, 1, p. 122-130 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach
Tsai, M. C., Lu, H. H. S., Chang, Y. C., Huang, Y. C. & Fu, L. S., Nov 2022, In: JMIR Medical Informatics. 10, 11, e40878.Research output: Contribution to journal › Article › peer-review
Open Access -
Ground truth generalizability affects performance of the artificial intelligence model in automated vertebral fracture detection on plain lateral radiographs of the spine
Chou, P. H., Jou, T. H. T., Wu, H. T. H., Yao, Y. C., Lin, H. H., Chang, M. C., Wang, S. T., Lu, H. H. S. & Chen, H-H., Apr 2022, In: Spine Journal. 22, 4, p. 511-523 13 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
The age factor influencing long-term physical functionality in stroke patients undergoing intra-arterial thrombectomy treatment
Kao, C. L., Lin, C. M., Chang, S. W., Liu, C. K., Ou, Y. H. & Lu, H. H. S., 23 Sep 2022, In: Medicine (United States). 101, 38, p. E30712Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Widen the Applicability of a Convolutional Neural-Network-Assisted Glaucoma Detection Algorithm of Limited Training Images across Different Datasets
Ko, Y. C., Chen, W. S., Chen, H-H., Hsu, T. K., Chen, Y. C., Liu, C. J. L. & Lu, H-S., Jun 2022, In: Biomedicines. 10, 6, 1314.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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Elected member, International Statistical Institute
Lu, Horng-Shing (Recipient), 2011
Prize: Honorary award
Activities
- 2 Editorial work
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (Event)
Horng-Shing Lu (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)
Horng-Shing Lu (Member of editorial board)
1 Jan 2017 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work