Guan-Hua Huang, Ph.D.
Institute of Statistics
National Yang Ming Chiao Tung University
1001 University Road
Hsinchu 30010, TAIWAN

Tel: +886-3-513-1334
Fax: +886-3-572-8745
ghuang@nycu.edu.tw
Office: 423 Assembly Building 1

Home > Presentations

last updated February 10, 2023

2022

"深度卷積神經網路於三維腦部影像之多類別分類"
第31屆南區統計研討會,逢甲大學、台中市、台灣(2022年7月28-29日)
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2021

"Machine learning classification of functional brain imaging for Parkinson's disease stage prediction"
The 6th International Conference on Soft Computing in Data Science 2021 (SCDS2021), Keynote speaker of the online conference hosted by Universiti Teknologi MARA (UiTM) Malaysi, and Institut Teknologi Sepuluh Nopember (ITS) Indonesia (November 2-3, 2021)
[Copy-PDF (2.61 MB)]

"Multi-label deep learning classification of chest x-rays"
The 30th South Taiwan Statistics Conference, National University of Kaohsiung, Kaohsiung, Taiwan (October 30-31, 2021)
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2020

"Non-invasive biosensing and bio-intelligence"
The International Conference on Emergent Functional Matter Science 2020, Yilan, Taiwan (December 10-11, 2020)
[Abstract]

"利用機器學習在功能性腦部影像上進行帕金森氏症分期預測"
2020年公共衛生聯合年會,國立臺灣師範大學、台北市、台灣(2020年10月17日)
[Copy-PDF (2.35 MB)]

"Multi-label deep learning classification of chest x-rays"
The 29th South Taiwan Statistics Conference, National Chung Cheng University, Chiayi, Taiwan (August 20-21, 2020)
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2019

"Machine learning classification of functional brain imaging for Parkinson's disease stage prediction"
The 25th Macroeconometric Modelling Workshop (MMW), Academia Sinica, Taipei, Taiwan (December 5-6, 2019)
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"Machine learning classification of functional brain imaging for Parkinson's disease stage prediction"
Data Science, Statistics & Visualisation 2019 Conference, Kyoto, Japan (August 13-15, 2019)
[Copy-PDF (2.34 MB)]

"Machine learning classification of functional brain imaging for Parkinson's disease stage prediction"
The 3rd International Conference on Econometrics and Statistics (EcoSta 2019), Taichung, Taiwan (June 25-27, 2019)
[Copy-PDF (2.61 MB)]

"Machine learning classification for hyper-parameter selection in latent class regression models"
The 28th South Taiwan Statistics Conference, National Chung Hsing University, Taichung, Taiwan (June 21-22, 2019)
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2017

"Detecting copy number variations from next-generation sequencing data via a Bayesian procedure"
2017 ICSA Applied Statistics Symposium, Chicago, USA (June 25-28, 2017)
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"Using regression extension of latent class models for traffic flow prediction"
The 26th South Taiwan Statistics Conference, National Taipei University, New Taipei City, Taiwan (June 23-24, 2017)
[Abstract]
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2016

"Statistical analytic approaches for prognostics and health management of equipment data"
2016 Annual Meeting of Chinese Statistical Society and International Statistical Conference, National Chengchi University, Taipei, Taiwan (December 9, 2016)
[Abstract]

"Detecting copy number variations from next-generation sequencing data via a Bayesian procedure"
International Conference on Theoretical and Applied Statistics, Institut Teknologi Sepuluh Nopember, Indonesia (October 19-20, 2016)
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2015

"Detecting gene-gene interactions in high-throughput genotype data through a Bayesian clustering procedure"
2015 International Symposium on Statistical Genetics, Seoul National University, Korea (May 27-28, 2015)
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2014

"Detecting gene-gene interactions in high-throughput genotype data through a Bayesian clustering procedure"
Konferensi Nasional Matematika (KNM) XVII, Institut Teknologi Sepuluh Nopember, Indonesia, (June 9-12, 2014)
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2013

"Genotype imputation accuracy with different reference panels in admixed populations"
The 22th South Taiwan Statistics Conference, National University of Kaohsiung, Kaohsiung, Taiwan (June 28-29, 2013)
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2012

"Detecting gene-gene interactions in high-throughput genotype data through a Bayesian clustering procedure"
The 6th UST-UCSD Bilateral Symposium, University of California, San Diego, La Jolla, CA, USA (November 19-20, 2012)
[Copy-PDF (454 KB)]

"Genotype imputation accuracy with different reference panels"
Genetic Analysis Workshop 18, Stevenson, Washington, USA (October 14-17, 2012)
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"A Bayesian clustering approach for detecting gene-gene interactions in high-dimensional genotype data"
The 8th Across-Strait Conference on Probability and Statistics, Harbin, China (August 14-16, 2012)
[Copy-PDF (1.18 MB)]
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2011

"Detecting gene-environment and gene-gene interactions through endophenotypes"
The 20th South Taiwan Statistics Conference, Chiayi, Taiwan (June 24-25, 2011)
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2010

"Optimization-based model fitting for latent class and latent profile analyses"
The 2010 Annual Meeting of Chinese Statistical Society and International Statistical Conference, Jhongli, Taiwan (December 16-17, 2010)
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"Gene expression microarray data generator using a reference training set from publicly available databases"
NCTS International Conference on Probability and Statistics with Applications in Biology, Hsinchu, Taiwan (July 14-16, 2010)

"Prediction of underlying latent classes via k-means and hierarchical clustering algorithm"
The 19th South Taiwan Statistics Conference, Tainan, Taiwan (July 6-7, 2010)
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2009

"Comparison of five commonly used gene-gene interaction detecting methods in schizophrenia"
The 18th South Taiwan Statistics Conference, Tainan, Taiwan (June 26-27, 2009)
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2008

"Recent development in microarray data analysis"
Recent Development in Biostatistical Research, National Health Research Institutes, Taipei, Taiwan (November 22, 2008)
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2007

"Statistical validation of endophenotypes using a surrogate endpoint analytic analogue"
International Meeting of the Psychometric Society, Tokyo, Japan (July 9-13, 2007)
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"Statistical validation of endophenotypes using a surrogate endpoint analytic analogue"
Symposium on Recent Development of Statistics in Biological Sciences, National Health Research Institutes, Zhunan, Taiwan (June 28-29, 2007)
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