Hsun-Hsien Chang

Publication Activity (10 Years)

Years Active: 2004-2014
Publications (10 Years): 0

Top Topics

Parameter Learning

Continuous Data

Probabilistic Inference

Bayesian Network Learning

Top Venues

J. Am. Medical Informatics Assoc.

PLoS Comput. Biol.

Publications

Michael J. McGeachie, Hsun-Hsien Chang, Scott T. Weiss
CGBayesNets: Conditional Gaussian Bayesian Network Learning and Inference with Mixed Discrete and Continuous Data. PLoS Comput. Biol. 10 (6) (2014)
Hsun-Hsien Chang, Kelly Soderberg, Jason A. Skinner, Jacques Banchereau, Damien Chaussabel, Barton F. Haynes, Marco Ramoni, Norman L. Letvin
Transcriptional network predicts viral set point during acute HIV-1 infection. J. Am. Medical Informatics Assoc. 19 (6) (2012)
Hsun-Hsien Chang, Marco Ramoni
Inferring Nonstationary Gene Networks from Longitudinal Gene Expression Microarrays. J. Signal Process. Syst. 65 (2) (2011)
Hsun-Hsien Chang, Michael J. McGeachie
Phenotype prediction by integrative network analysis of SNP and gene expression microarrays. EMBC (2011)
Hsun-Hsien Chang, Michael J. McGeachie, Gil Alterovitz, Marco Ramoni
Mapping transcription mechanisms from multimodal genomic data. BMC Bioinform. 11 (S-9) (2010)
Hsun-Hsien Chang, Marco Ramoni
Transcriptional network classifiers. BMC Bioinform. 10 (S-9) (2009)
Hsun-Hsien Chang, Marco Ramoni
Robust cross-race gene expression analysis. ICASSP (2009)
Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
Automatic Detection of Regional Heart Rejection in USPIO-Enhanced MRI. IEEE Trans. Medical Imaging 27 (8) (2008)
Hsun-Hsien Chang, José M. F. Moura
Classification by Cheeger Constant Regularization. ICIP (2) (2007)
Hsun-Hsien Chang
Variational Approach to Cardiac Motion Estimation for Small Animals in Tagged Magnetic Resonance Imaging. PSIVT (2006)
Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
Immune Cells Detection of the In Vivo Rejecting Heart in USPIO-Enhanced Magnetic Resonance Imaging. EMBC (2006)
Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
Early detection of rejection in cardiac MRI: a spectral graph approach. ISBI (2006)
Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Kazuya Sato, Chien Ho
Reconstruction of 3D Dense Cardiac Motion From Tagged MR Sequences. ISBI (2004)