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, Biostatistics, Johns Hopkins University
External positions
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 17 Finished
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基於深度學習的醫學影像分析
Huang, G.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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基於深度學習的醫學影像分析
Huang, G.-H. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Detecting SNP-SNP Interactions in Drug Sensitivity Screens via Endophenotypes
Huang, G.-H. (PI)
1/08/21 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Detecting SNP-SNP Interactions in Drug Sensitivity Screens via Endophenotypes
Huang, G.-H. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Variable selection for high-dimensional latent class models
Huang, G.-H. (PI)
1/08/19 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Deep Learning-Based Object Detection Strategies for Disease Detection and Localization in Chest X-Ray Images
Cheng, Y. C., Hung, Y. C., Huang, G. H., Chen, T. B., Lu, N. H., Liu, K. Y. & Lin, K. H., Dec 2024, In: Diagnostics. 14, 23, 2636.Research output: Contribution to journal › Article › peer-review
Open Access -
Inflammation, metabolic dysregulation and environmental neurotoxins and risk of cognitive decline and impairment in midlife
Schubert, C. R., Fischer, M. E., Pinto, A. A., Paulsen, A. J., Chen, Y., Huang, G. H., Klein, B. E. K., Tsai, M. Y., Merten, N. & Cruickshanks, K. J., Jan 2023, In: Neurological Sciences. 44, 1, p. 149-157 9 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
Huang, G. H., Fu, Q. J., Gu, M. Z., Lu, N. H., Liu, K. Y. & Chen, T. B., Jun 2022, In: Diagnostics. 12, 6, 1457.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
Identifying the Posture of Young Adults in Walking Videos by Using a Fusion Artificial Intelligent Method
Lee, P., Chen, T. B., Liu, C. H., Wang, C. Y., Huang, G. H. & Lu, N. H., May 2022, In: Biosensors. 12, 5, 295.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Exploring volatile organic compounds in breath for high-accuracy prediction of lung cancer
Tsou, P. H., Lin, Z. L., Pan, Y. C., Yang, H. C., Chang, C. J., Liang, S. K., Wen, Y. F., Chang, C. H., Chang, L. Y., Yu, K. L., Liu, C. J., Keng, L. T., Lee, M. R., Ko, J. C., Huang, G. H. & Li, Y.-K., 2 Mar 2021, In: Cancers. 13, 6, p. 1-14 14 p., 1431.Research output: Contribution to journal › Article › peer-review
Open Access72 Scopus citations
Prizes
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Best Teaching Award, National Chiao Tung University
Huang, G.-H. (Recipient), 2012
Prize: Honorary award
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Young Scholar Outstanding Research Award, College of Science, National Chiao Tung University
Huang, G.-H. (Recipient), 2005
Prize: Honorary award