Xiang Zhang

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 7

Top Topics

Mass Spectrometry

Biomarker Discovery

Comparative Analysis

Top Venues

Publications

Aliasghar Shahrjooihaghighi, Hichem Frigui, Xiang Zhang, Xiaoli Wei, Biyun Shi, Craig J. McClain
Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics. SAC (2019)
Ameni Trabelsi, Biyun Shi, Xiaoli Wei, Hichem Frigui, Xiang Zhang, Craig McClain, Aliasghar Shahrjooihaghighi
Molecule specific normalization for protein and metabolite biomarker discovery. SAC (2019)
Aliasghar Shahrjooihaghighi, Hichem Frigui, Xiang Zhang, Xiaoli Wei, Biyun Shi, Ameni Trabelsi
An ensemble feature selection method for biomarker discovery. ISSPIT (2017)
Seongho Kim, Hyejeong Jang, Imhoi Koo, Joohyoung Lee, Xiang Zhang
Normal-Gamma-Bernoulli peak detection for analysis of comprehensive two-dimensional gas chromatography mass spectrometry data. Comput. Stat. Data Anal. 105 (2017)
Jun Zhang, Yi Xia, Chun-Hou Zheng, Bing Wang, Xiang Zhang, Peng Chen
Combine multiple mass spectral similarity measures for compound identification. Int. J. Data Min. Bioinform. 15 (1) (2016)
Beichuan Deng, Seongho Kim, Hengguang Li, Elisabeth Heath, Xiang Zhang
Global peak alignment for comprehensive two-dimensional gas chromatography mass spectrometry using point matching algorithms. J. Bioinform. Comput. Biol. 14 (6) (2016)
Seongho Kim, Joohyoung Lee, Hyejeong Jang, Xiang Zhang
Metabolic Network Construction Using Ensemble Algorithms. BICT (2015)
Imhoi Koo, Sen Yao, Xiang Zhang, Seongho Kim
Comparative analysis of false discovery rate methods in constructing metabolic association networks. J. Bioinform. Comput. Biol. 12 (4) (2014)
Jaesik Jeong, Xiang Zhang, Xue Shi, Seongho Kim, Changyu Shen
An efficient post-hoc integration method improving peak alignment of metabolomics data from GCxGC/TOF-MS. BMC Bioinform. 14 (2013)
Seongho Kim, Xiang Zhang
Comparative Analysis of Mass Spectral Similarity Measures on Peak Alignment for Comprehensive Two-Dimensional Gas Chromatography Mass Spectrometry. Comput. Math. Methods Medicine 2013 (2013)
Xiaoli Wei, Xue Shi, Imhoi Koo, Seongho Kim, Robin H. Schmidt, Gavin E. Arteel, Walter H. Watson, Craig McClain, Xiang Zhang
MetPP: a computational platform for comprehensive two-dimensional gas chromatography time-of-flight mass spectrometry-based metabolomics. Bioinform. 29 (14) (2013)
Imhoi Koo, Xiang Zhang, Seongho Kim
Reconstruction of Metabolic Association Networks Using High-throughput Mass Spectrometry Data. ICIC (1) (2012)
Jaesik Jeong, Xue Shi, Xiang Zhang, Seongho Kim, Changyu Shen
Model-based peak alignment of metabolomic profiling from comprehensive two-dimensional gas chromatography mass spectrometry. BMC Bioinform. 13 (2012)
Xiaoli Wei, Xue Shi, Seongho Kim, Craig McClain, Xiang Zhang
A Novel Two-Stage Alignment Method for Liquid Chromatography Mass Spectrometry-Based Metabolomics. ICIC (1) (2012)
Seongho Kim, Imhoi Koo, Xiaoli Wei, Xiang Zhang
A method of finding optimal weight factors for compound identification in gas chromatography-mass spectrometry. Bioinform. 28 (8) (2012)
Seongho Kim, Ming Ouyang, Xiang Zhang
Compute spearman correlation coefficient with Matlab/CUDA. ISSPIT (2012)
Seongho Kim, Imhoi Koo, Aiqin Fang, Xiang Zhang
Smith-Waterman Peak Alignment for Comprehensive Two-dimensional Gas Chromatography Mass Spectrometry. BMC Bioinform. 12 (2011)
Bing Wang, Aiqin Fang, Xue Shi, Seongho Kim, Xiang Zhang
DISCO2: A Comprehensive Peak Alignment Algorithm for Two-Dimensional Gas Chromatography Time-of-Flight Mass Spectrometry. ICIC (3) (2011)
Jaesik Jeong, Xue Shi, Xiang Zhang, Seongho Kim, Changyu Shen
An empirical Bayes model using a competition score for metabolite identification in gas chromatography mass spectrometry. BMC Bioinform. 12 (2011)
Seongho Kim, Aiqin Fang, Bing Wang, Jaesik Jeong, Xiang Zhang
An optimal peak alignment for comprehensive two-dimensional gas chromatography mass spectrometry using mixture similarity measure. Bioinform. 27 (12) (2011)
Bing Wang, Fahim Mohammad, Jun Zhang, Xinmin Yin, Eric C. Rouchka, Xiang Zhang
Statistical analysis of multiple significance test methods for differential proteomics. BMC Bioinform. 11 (S-4) (2010)
Bing Wang, Steve Valentine, Manolo Plasencia, Sriram Raghuraman, Xiang Zhang
Artificial neural networks for the prediction of peptide drift time in ion mobility mass spectrometry. BMC Bioinform. 11 (2010)
Jun Zhang, Bing Wang, Xiang Zhang
Optimal Selection of Support Vector Regression Parameters and Molecular Descriptors for Retention Indices Prediction. ICIC (2) (2010)
Bing Wang, Steve Valentine, Sriram Raghuraman, Manolo Plasencia, Xiang Zhang
Prediction of peptide drift time in ion mobility-mass spectrometry. BMC Bioinform. 10 (S-7) (2009)
Changyu Shen, Zhiping Wang, Ganesh Shankar, Xiang Zhang, Lang Li
A hierarchical statistical model to assess the confidence of peptides and proteins inferred from tandem mass spectrometry. Bioinform. 24 (2) (2008)