Zhongxue Chen

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Generalized Linear

Lossy Image Compression

Random Field Model

Top Venues

Commun. Stat. Simul. Comput.

Healthcare AI and COVID-19 Workshop

Publications

Qingzhong Liu, Zhongxue Chen, Henry C. Liu
A Comparison Study to Detect COVID-19 Chest X-Ray Images with SOTA Deep Learning Models. Healthcare AI and COVID-19 Workshop (2022)
Chen Lyu, Manyan Huang, Nianjun Liu, Zhongxue Chen, Philip J. Lupo, Benjamin Tycko, John S. Witte, Charlotte A. Hobbs, Ming Li
Random field modeling of multi-trait multi-locus association for detecting methylation quantitative trait loci. Bioinform. 38 (16) (2022)
Chen Lyu, Manyan Huang, Nianjun Liu, Zhongxue Chen, Philip J. Lupo, Benjamin Tycko, John S. Witte, Charlotte A. Hobbs, Ming Li
Detecting methylation quantitative trait loci using a methylation random field method. Briefings Bioinform. 22 (6) (2021)
Yan Lu, Zhongxue Chen, Danielle Durán
Comparison of two methods in estimating standard error of the method of simulated moments estimators for generalized linear mixed models. Commun. Stat. Simul. Comput. 47 (10) (2018)
Zhongxue Chen
A nonparametric approach to detecting the difference of survival medians. Commun. Stat. Simul. Comput. 46 (1) (2017)
Qingzhong Liu, Andrew H. Sung, Lei Chen, Ming Yang, Zhongxue Chen, Yanxin Liu, Jing Zhang
A Method to Detect AAC Audio Forgery. EAI Endorsed Trans. Security Safety 2 (6) (2015)
William Yang, Kenji Yoshigoe, Xiang Qin, Jun S. Liu, Jack Y. Yang, Andrzej Niemierko, Youping Deng, Yunlong Liu, A. Keith Dunker, Zhongxue Chen, Liangjiang Wang, Dong Xu, Hamid R. Arabnia, Weida Tong, Mary Qu Yang
Identification of genes and pathways involved in kidney renal clear cell carcinoma. BMC Bioinform. 15 (S-17) (2014)
Zhongxue Chen, Saralees Nadarajah
On the optimally weighted z-test for combining probabilities from independent studies. Comput. Stat. Data Anal. 70 (2014)
Zhongxue Chen, William Yang, Qingzhong Liu, Jack Y. Yang, Jing Li, Mary Yang
A new statistical approach to combining p-values using gamma distribution and its application to genome-wide association study. BMC Bioinform. 15 (S-17) (2014)
Jack Y. Yang, A. Keith Dunker, Jun S. Liu, Xiang Qin, Hamid R. Arabnia, William Yang, Andrzej Niemierko, Zhongxue Chen, Zuojie Luo, Liangjiang Wang, Yunlong Liu, Dong Xu, Youping Deng, Weida Tong, Mary Qu Yang
Advances in translational bioinformatics facilitate revealing the landscape of complex disease mechanisms. BMC Bioinform. 15 (S-17) (2014)
Zhongxue Chen, Hanwen Huang, Qingzhong Liu
Detecting differentially methylated loci for multiple treatments based on high-throughput methylation data. BMC Bioinform. 15 (2014)
Qingzhong Liu, Zhongxue Chen
Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images. ACM Trans. Intell. Syst. Technol. 5 (4) (2014)
Hanwen Huang, Zhongxue Chen, Xudong Huang
Age-adjusted nonparametric detection of differential DNA methylation with case-control designs. BMC Bioinform. 14 (2013)
Qingzhong Liu, Peter A. Cooper, Lei Chen, Hyuk Cho, Zhongxue Chen, Mengyu Qiao, Yuting Su, Mingzhen Wei, Andrew H. Sung
Detection of JPEG double compression and identification of smartphone image source and post-capture manipulation. Appl. Intell. 39 (4) (2013)
Qingzhong Liu, Xiaodong Li, Lei Chen, Hyuk Cho, Peter A. Cooper, Zhongxue Chen, Mengyu Qiao, Andrew H. Sung
Identification of Smartphone-Image Source and Manipulation. IEA/AIE (2012)
Zhongxue Chen, Qingzhong Liu, Saralees Nadarajah
A new statistical approach to detecting differentially methylated loci for case control Illumina array methylation data. Bioinform. 28 (8) (2012)
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Xudong Huang
A JPEG-based statistically invisible steganography. ICIMCS (2011)
Zhongxue Chen, Jianzhong Liu, Hon Ng, Saralees Nadarajah, Howard L. Kaufman, Jack Y. Yang, Youping Deng
Statistical methods on detecting differentially expressed genes for RNA-seq data. BMC Syst. Biol. 5 (S-3) (2011)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Zhongxue Chen, Bernardete Ribeiro
An improved approach to steganalysis of JPEG images. Inf. Sci. 180 (9) (2010)
Zhongxue Chen, Monnie McGee, Qingzhong Liu, Y. Megan Kong, Xudong Huang, Jack Y. Yang, Richard H. Scheuermann
Identifying Differentially Expressed Genes based on probe level data for GeneChip arrays. Int. J. Comput. Biol. Drug Des. 3 (3) (2010)
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Jianyun Xu
Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images. Pattern Recognit. 41 (1) (2008)
Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mingzhen Wei, Zhongxue Chen, Jianyun Xu
Image complexity and feature mining for steganalysis of least significant bit matching steganography. Inf. Sci. 178 (1) (2008)
Zhongxue Chen, Monnie McGee, Qingzhong Liu, Richard H. Scheuermann
arrays. Bioinform. 23 (3) (2007)
Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Jianzhong Liu, Zhongxue Chen
Microarray Gene Expression Classification Based on Supervised Learning and Similarity Measures. SMC (2006)