
Job title | Professor |
---|---|
Name | Guan-Hua Huang |
Office Tel No. | 886-3-5712121 ext 31334 |
Address | Institute of Statistics, National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu, Taiwan 30010, ROC |
Personal Website | https://ghuang.stat.nycu.edu.tw/ |
Teaching Field | Multivariate analysis Deep learning in medical image analysis Biostatistics Analysis of high-throughput genomic data |
Research expertise | Biostatistics Genetic statistics High dimensional data analysis Machine learning and deep learning Medical image analysis |
Year | Project Title | Participator | Job Title | Period | Unit |
---|---|---|---|---|---|
2025 | Self-supervised pre-training for disease detection and localization in chest X-ray images | Guan-Hua Huang | Principal Investigator | 2025.08 ~ 2026.07 | NSTC |
2024 | Deep learning models for common disease detection and localization in chest X-ray images | Guan-Hua Huang | Principal Investigator | 2024.08 ~ 2025.07 | National Science and Technology Council |
2022 | Deep learning based medical image analysis | Guan-Hua Huang | Principal Investigator | 2022.08 ~ 2024.10 | National Science and Technology Council |
2020 | Detecting SNP-SNP interactions in drug sensitivity screens via endophenotypes | Guan-Hua Huang | Principal Investigator | 2020.08 ~ 2022.07 | Ministry of Science and Technology |
2018 | Variable selection for high-dimensional latent class models | Guan-Hua Huang | Principal Investigator | 2018.08 ~ 2020.07 | Ministry of Science and Technology |
2016 | Detecting copy number variations from next-generation sequencing data via a Bayesian procedure | Guan-Hua Huang | Principal Investigator | 2016.08 ~ 2018.10 | Ministry of Science and Technology |
2014 | In-depth research in latent class modeling | Guan-Hua Huang | Principal Investigator | 2014.08 ~ 2016.10 | Ministry of Science and Technology |
2012 | A study on simulating realistic gene expression microarray data | Guan-Hua Huang | Principal Investigator | 2012.08 ~ 2014.10 | National Science Council |
2011 | Gene expression microarray data simulator | Guan-Hua Huang | Principal Investigator | 2011.08 ~ 2012.07 | National Science Council |
2009 | Statistical methods for analyzing high-throughput genomic data | Guan-Hua Huang | Principal Investigator | 2009.08 ~ 2011.07 | National Science Council |
2007 | Statistical validation and inferences of endophenotypes | Guan-Hua Huang | Principal Investigator | 2007.08 ~ 2009.07 | National Science Council |
2006 | Bayesian Inferences on Latent Class Regression with an Unknown Number of Components via Reversible Jump Markov Chain Monte Carlo(II) | Guan-Hua Huang | Principal Investigator | 2006.08 ~ 2007.07 | National Science Council |
2005 | Bayesian Inferences on Latent Class Regression with an Unknown Number of Components via Reversible Jump Markov Chain Monte Carlo(I) | Guan-Hua Huang | Principal Investigator | 2005.08 ~ 2006.07 | National Science Council |
2004 | Application of Latent Variable Models in Evaluating Diagnostic Tests and Its Software Development(II) | Guan-Hua Huang | Principal Investigator | 2004.08 ~ 2005.07 | National Science Council |
2003 | Application of Latent Variable Models in Evaluating Diagnostic Tests and Its Software Development(I) | Guan-Hua Huang | Principal Investigator | 2003.08 ~ 2004.07 | National Science Council |
Country | School Name | Department | Degree | Duration |
---|---|---|---|---|
U.S.A. | The Johns Hopkins University | Biostatistics | Ph. D. | 1995.09 ~ 2000.06 |
R.O.C. | National Tsing-Hua University | Statistics | M. S. | 1990.09 ~ 1992.06 |
R.O.C. | National Chengchi University | Mathematical Science | B. S. | 1986.09 ~ 1990.06 |
Organization Title | Department | Job Title | Duration |
---|---|---|---|
National Yang Ming Chiao Tung University | Institute of Statistics | Director | 2021.08 ~ 2024.07 |
National Chiao Tung University | Institute of Statistics | Director | 2012.08 ~ 2018.07 |
National Chiao Tung University | Institute of Statistics | Professor | 2011.08 ~ Up to today |
National Chiao Tung University | Institute of Statistics | Associate Professor | 2004.08 ~ 2011.07 |
National Chiao Tung University | Institute of Statistics | Assistant Professor | 2003.08 ~ 2004.07 |
University of Wisconsin-Madison | Department of Biostatistics and Medical Informatics | Assistant Professor | 2000.08 ~ 2003.07 |
University of Wisconsin-Madison | Department of Population Health Sciences | Assistant Professor | 2000.08 ~ 2003.07 |