Xiaoping Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Feature Selection

Gene Expression

Top Venues

Briefings Bioinform.

PLoS Comput. Biol.

Publications

Yaofeng Hu, Kai Xiao, Hengyu Yang, Xiaoping Liu, Chuanchao Zhang, Qianqian Shi
Spatially contrastive variational autoencoder for deciphering tissue heterogeneity from spatially resolved transcriptomics. Briefings Bioinform. 25 (2) (2024)
Chengshang Lyu, Lingxi Chen, Xiaoping Liu
Detecting tipping points of complex diseases by network information entropy. Briefings Bioinform. 25 (4) (2024)
Yu Zhang, Xiao Chang, Jie Xia, Yanhong Huang, Shaoyan Sun, Luonan Chen, Xiaoping Liu
Identifying network biomarkers of cancer by sample-specific differential network. BMC Bioinform. 23 (1) (2022)
Yiwei Meng, Yanhong Huang, Xiao Chang, Xiaoping Liu, Luonan Chen
Transcriptome analysis method based on differential distribution evaluation. Briefings Bioinform. 23 (2) (2022)
Zengchao Mu, Ting Yu, Xiaoping Liu, Hongyu Zheng, Leyi Wei, Juntao Liu
FEGS: a novel feature extraction model for protein sequences and its applications. BMC Bioinform. 22 (1) (2021)
Yanhong Huang, Xiao Chang, Yu Zhang, Luonan Chen, Xiaoping Liu
Disease characterization using a partial correlation-based sample-specific network. Briefings Bioinform. 22 (3) (2021)
Jifan Shi, Juan Zhao, Xiaoping Liu, Luonan Chen, Tiejun Li
Quantifying Direct Dependencies in Biological Networks by Multiscale Association Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Shenghui Liu, Chunrui Xu, Yusen Zhang, Jiaguo Liu, Bin Yu, Xiaoping Liu, Matthias Dehmer
Feature selection of gene expression data for Cancer classification using double RBF-kernels. BMC Bioinform. 19 (1) (2018)
Ben-gong Zhang, Weibo Li, Yazhou Shi, Xiaoping Liu, Luonan Chen
Detecting causality from short time-series data based on prediction of topologically equivalent attractors. BMC Syst. Biol. 11 (S-7) (2017)
Xiaoping Liu, Xiao Chang, Rui Liu, Xiangtian Yu, Luonan Chen, Kazuyuki Aihara
Quantifying critical states of complex diseases using single-sample dynamic network biomarkers. PLoS Comput. Biol. 13 (7) (2017)
Tao Zeng, Wanwei Zhang, Xiangtian Yu, Xiaoping Liu, Meiyi Li, Luonan Chen
Big-data-based edge biomarkers: study on dynamical drug sensitivity and resistance in individuals. Briefings Bioinform. 17 (4) (2016)
Andrew E. Teschendorff, Xiaoping Liu, Helena Carén, Steve M. Pollard, Stephan Beck, Martin Widschwendter, Luonan Chen
The Dynamics of DNA Methylation Covariation Patterns in Carcinogenesis. PLoS Comput. Biol. 10 (7) (2014)
Rui Liu, Xiangtian Yu, Xiaoping Liu, Dong Xu, Kazuyuki Aihara, Luonan Chen
Identifying critical transitions of complex diseases based on a single sample. Bioinform. 30 (11) (2014)
Xiaoping Liu, Xiaodong Zhang, Weihua Tang, Luonan Chen, Xing-Ming Zhao
. Database J. Biol. Databases Curation 2013 (2013)
Xiaoping Liu, Zhi-Ping Liu, Xing-Ming Zhao, Luonan Chen
Identifying disease genes and module biomarkers by differential interactions. J. Am. Medical Informatics Assoc. 19 (2) (2012)