Ie-Ming Shih

According to our database1, Ie-Ming Shih authored at least 22 papers between 2007 and 2016.

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Bibliography

2016
Biologically inspired survival analysis based on integrating gene expression as mediator with genomic variants.
Comput. Biol. Medicine, 2016

2015
UNDO: a Bioconductor R package for unsupervised deconvolution of mixed gene expressions in tumor samples.
Bioinform., 2015

KDDN: an open-source Cytoscape app for constructing differential dependency networks with significant rewiring.
Bioinform., 2015

2014
Integration of Network Biology and Imaging to Study Cancer Phenotypes and Responses.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Knowledge-fused differential dependency network models for detecting significant rewiring in biological networks.
BMC Syst. Biol., 2014

AISAIC: a software suite for accurate identification of significant aberrations in cancers.
Bioinform., 2014

2012
Regulatory component analysis: A semi-blind extraction approach to infer gene regulatory networks with imperfect biological knowledge.
Signal Process., 2012

Integrative Network Analysis to Identify Aberrant Pathway Networks in Ovarian Cancer.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

Accurate identification of significant aberrations in contaminated cancer genome.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

Detecting aberrant signal transduction pathways from high-throughput data using GIST algorithm.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

2011
DDN: a caBIG<sup>®</sup> analytical tool for differential network analysis.
Bioinform., 2011

BACOM: <i>in silico</i> detection of genomic deletion types and correction of normal cell contamination in copy number data.
Bioinform., 2011

PUGSVM: a caBIG<sup>TM</sup> analytical tool for multiclass gene selection and predictive classification.
Bioinform., 2011

GIST: A Gibbs sampler to identify intracellular signal transduction pathways.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Knowledge-guided differential dependency network learning for detecting structural changes in biological networks.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
Matched Gene Selection and Committee Classifier for Molecular Classification of Heterogeneous Diseases.
J. Mach. Learn. Res., 2010

Analysing DNA copy number changes using Fused Margin Regression.
Int. J. Funct. Informatics Pers. Medicine, 2010

2009
Biomarker identification by knowledge-driven multilevel ICA and motif analysis.
Int. J. Data Min. Bioinform., 2009

Accurate Estimation of Genomic Deletions and Normal Cell Contamination by Bayesian Analysis of Mixtures.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

Analyzing DNA Copy Number Changes Using Fused Margin Regression.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
Knowledge-guided multi-scale independent component analysis for biomarker identification.
BMC Bioinform., 2008

2007
Biomarker Identification by Knowledge-Driven Multi-Level ICA and Motif Analysis.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007


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