Projects per year
Personal profile
Research Interests
Biostatistics, Epidemiologic Methods, Genetic statistics and Epidemiology, Bioinformatics, Multivariate Statistics, High Dimensional Data Analysis, Bayesian Analysis, Machine Learning, Data Science
Experience
2000/08 ~ 2003/07 Assistant Professor, Department of Population Health Sciences, University of Wisconsin-Madison, USA
2000/08 ~ 2003/07 Assistant Professor, Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, USA
2003/08 ~ 2011/07 Assistant Professor, Associate Professor, Institute of Statistics, National Chiao Tung University
2011/08 ~ present Professor, Institute of Statistics, National Chiao Tung University
Education/Academic qualification
PhD, Johns Hopkins University
External positions
Fingerprint
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
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Detecting SNP-SNP Interactions in Drug Sensitivity Screens via Endophenotypes
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Variable selection for high-dimensional latent class models
1/08/19 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Detecting SNP-SNP Interactions in Drug Sensitivity Screens via Endophenotypes
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Science and Technology
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Variable selection for high-dimensional latent class models
1/08/18 → 31/07/19
Project: Government Ministry › Ministry of Science and Technology
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Detecting Copy Number Variations from Next-generation Sequencing Data via A Bayesian Procedure
1/08/17 → 31/10/18
Project: Government Ministry › Ministry of Science and Technology
Research Output
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CONY: A Bayesian procedure for detecting copy number variations from sequencing read depths
Wei, Y. C. & Huang, G. H., 1 Dec 2020, In: Scientific reports. 10, 1, 10493.Research output: Contribution to journal › Article › peer-review
Open Access -
Generational Differences in the 10-year Incidence of Impaired Contrast Sensitivity
Paulsen, A. J., Pinto, A., Fischer, M. E., Chen, Y., Huang, G. H., Klein, B. E. K., Klein, R. & Cruickshanks, K. J., 2020, In: Ophthalmic Epidemiology. p. 1-8 8 p.Research output: Contribution to journal › Article › peer-review
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Incidence of Hearing Impairment and Changes in Pure-Tone Average across Generations
Paulsen, A. J., Fischer, M. E., Pinto, A., Merten, N., Dillard, L. K., Schubert, C. R., Huang, G. H., Klein, B. E. K., Tweed, T. S. & Cruickshanks, K. J., 2020, (Accepted/In press) In: JAMA Otolaryngology - Head and Neck Surgery.Research output: Contribution to journal › Article › peer-review
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Macular Ganglion Cell-Inner Plexiform Layer as a Marker of Cognitive and Sensory Function in Midlife
Merten, N., Paulsen, A. J., Pinto, A. A., Chen, Y., Dillard, L. K., Fischer, M. E., Huang, G. H., Klein, B. E. K., Schubert, C. R. & Cruickshanks, K. J., 16 Sep 2020, In: Journals of Gerontology - Series A Biological Sciences and Medical Sciences. 75, 9, p. e42-e48Research output: Contribution to journal › Article › peer-review
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Multiclass machine learning classification of functional brain images for Parkinson's disease stage prediction
Huang, G. H., Lin, C. H., Cai, Y. R., Chen, T. B., Hsu, S. Y., Lu, N. H., Chen, H. Y. & Wu, Y. C., 2020, (Accepted/In press) In: Statistical Analysis and Data Mining.Research output: Contribution to journal › Article › peer-review
Prizes
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Best Teaching Award, National Chiao Tung University
Huang, Guan-Hua (Recipient), 2012
Prize: Honorary award
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Young Scholar Outstanding Research Award, College of Science, National Chiao Tung University
Huang, Guan-Hua (Recipient), 2005
Prize: Honorary award