Bayesian Inference of Signaling Network Topology in a Cancer Cell Line

Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology

(2012) Steven M Hill et al.   BMC BIOINFORMATICS

Sequential Application of Anticancer Drugs Enhances Cell Death by Rewiring Apoptotic Signaling Networks

(2012) Michael J. Lee et al.   CELL

Nonparametric Bayesian sparse factor models with application to gene expression modeling

(2011) David Knowles et al.   Annals of Applied Statistics

Non-homogeneous dynamic Bayesian networks for continuous data

(2011) Marco Grzegorczyk et al.   MACHINE LEARNING

Dynamic deterministic effects propagation networks: learning signalling pathways from longitudinal protein array data

(2010) C. Bender et al.   BIOINFORMATICS

Systems analysis of EGF receptor signaling dynamics with microwestern arrays

(2010) Mark F Ciaccio et al.   NATURE METHODS

Inferring Signaling Pathway Topologies from Multiple Perturbation Measurements of Specific Biochemical Species

(2010) T.-R. Xu et al.   Science Signaling

Consistency of Bayesian procedures for variable selection

(2009) George Casella et al.   ANNALS OF STATISTICS

Learning gene regulatory networks from gene expression measurements using non-parametric molecular kinetics

(2009) Tarmo Äijö et al.   BIOINFORMATICS

A Yeast Synthetic Network for In Vivo Assessment of Reverse-Engineering and Modeling Approaches

(2009) Irene Cantone et al.   CELL

Network inference using informative priors

(2008) S. Mukherjee et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

GENE REGULATORY NETWORK RECONSTRUCTION BY BAYESIAN INTEGRATION OF PRIOR KNOWLEDGE AND/OR DIFFERENT EXPERIMENTAL CONDITIONS

(2008) ADRIANO V. WERHLI et al.   Journal of Bioinformatics and Computational Biology