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Jinghua Gu
Publication Activity (10 Years)
Years Active: 2010-2019
Publications (10 Years): 4
Top Topics
Bayesian Model
Gibbs Sampler
Microarray
Gene Sets
Top Venues
Bioinform.
CIBCB
BMC Bioinform.
ICMLA (2)
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Publications
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Jinyan Chan
,
Xuan Wang
,
Jacob A. Turner
,
Nicole E. Baldwin
,
Jinghua Gu
Breaking the paradigm: Dr Insight empowers signature-free, enhanced drug repurposing.
Bioinform.
35 (16) (2019)
Xi Chen
,
Jinghua Gu
,
Xiao Wang
,
Jin-Gyoung Jung
,
Tian-Li Wang
,
Leena Hilakivi-Clarke
,
Robert Clarke
,
Jianhua Xuan
CRNET: an efficient sampling approach to infer functional regulatory networks by integrating large-scale ChIP-seq and time-course RNA-seq data.
Bioinform.
34 (10) (2018)
Jinghua Gu
,
Xuan Wang
,
Jinyan Chan
,
Nicole E. Baldwin
,
Jacob A. Turner
Phantom: investigating heterogeneous gene sets in time-course data.
Bioinform.
33 (18) (2017)
Xiao Wang
,
Jinghua Gu
,
Leena Hilakivi-Clarke
,
Robert Clarke
,
Jianhua Xuan
DM-BLD: differential methylation detection using a hierarchical Bayesian model exploiting local dependency.
Bioinform.
33 (2) (2017)
Xiao Wang
,
Jinghua Gu
,
Jianhua Xuan
,
Robert Clarke
,
Leena Hilakivi-Clarke
A Markov random field-based Bayesian model to identify genes with differential methylation.
CIBCB
(2014)
Jinghua Gu
,
Xiao Wang
,
Leena Hilakivi-Clarke
,
Robert Clarke
,
Jianhua Xuan
BADGE: A novel Bayesian model for accurate abundance quantification and differential analysis of RNA-Seq data.
BMC Bioinform.
15 (S-9) (2014)
Jinghua Gu
,
Jianhua Xuan
,
Rebecca B. Riggins
,
Li Chen
,
Yue Joseph Wang
,
Robert Clarke
Robust identification of transcriptional regulatory networks using a Gibbs sampler on outlier sum statistic.
Bioinform.
30 (15) (2014)
Xu Shi
,
Jinghua Gu
,
Xi Chen
,
Ayesha N. Shajahan
,
Leena Hilakivi-Clarke
,
Robert Clarke
,
Jianhua Xuan
mAPC-GibbsOS: an integrated approach for robust identification of gene regulatory networks.
BMC Syst. Biol.
7 (S-5) (2013)
Jinghua Gu
,
Jianhua Xuan
,
Xiao Wang
,
Ayesha N. Shajahan
,
Leena Hilakivi-Clarke
,
Robert Clarke
Reconstructing transcriptional regulatory networks by probabilistic network component analysis.
BCB
(2013)
Jinghua Gu
,
Jianhua Xuan
,
Chen Wang
,
Li Chen
,
Tian-Li Wang
,
Ie-Ming Shih
Detecting aberrant signal transduction pathways from high-throughput data using GIST algorithm.
CIBCB
(2012)
Jinghua Gu
,
Jianhua Xuan
,
Rebecca B. Riggins
,
Li Chen
,
Yue Joseph Wang
,
Robert Clarke
Robust identification of transcriptional regulatory networks using a Gibbs sampler on outlier sum statistic.
Bioinform.
28 (15) (2012)
Li Chen
,
Jianhua Xuan
,
Jinghua Gu
,
Yue Wang
,
Zhen Zhang
,
Tian-Li Wang
,
Ie-Ming Shih
Integrative Network Analysis to Identify Aberrant Pathway Networks in Ovarian Cancer.
Pacific Symposium on Biocomputing
(2012)
Xiao Wang
,
Jinghua Gu
,
Jianhua Xuan
,
Ayesha N. Shajahan
,
Robert Clarke
,
Li Chen
Sampling-Based Subnetwork Identification from Microarray Data and Protein-Protein Interaction Network.
ICMLA (2)
(2012)
Jinghua Gu
,
Chen Wang
,
Ie-Ming Shih
,
Tian-Li Wang
,
Yue Wang
,
Robert Clarke
,
Jianhua Xuan
GIST: A Gibbs sampler to identify intracellular signal transduction pathways.
EMBC
(2011)
Jinghua Gu
,
Jianhua Xuan
,
Yue Joseph Wang
,
Rebecca B. Riggins
,
Robert Clarke
Identification of Transcriptional Regulatory Networks by Learning the Marginal Function of Outlier Sum Statistic.
ICMLA
(2010)