Detecting protein dissimilarities in multiple alignments using Bayesian variable selection.Bayesian model of protein primary sequence for secondary structure prediction.Assessing side-chain perturbations of the protein backbone: a knowledge-based classification of residue Ramachandran space.Information theory provides a comprehensive framework for the evaluation of protein structure predictions.Density Estimation for Protein Conformation Angles Using a Bivariate von Mises Distribution and Bayesian Nonparametrics.A DIRICHLET PROCESS MIXTURE OF HIDDEN MARKOV MODELS FOR PROTEIN STRUCTURE PREDICTIONUnderstanding the general packing rearrangements required for successful template based modeling of protein structure from a CASP experiment.A wavelet-based Bayesian approach to regression models with long memory errors and its application to FMRI data.A spatio-temporal nonparametric Bayesian variable selection model of fMRI data for clustering correlated time courses.Bayesian Models for fMRI Data Analysis.A microarray analysis of sex- and gonad-biased gene expression in the zebrafish: evidence for masculinization of the transcriptome.Bayesian estimation of genomic copy number with single nucleotide polymorphism genotyping arraysBayesian variable selection for the analysis of microarray data with censored outcomes.A novel wavelet-based thresholding method for the pre-processing of mass spectrometry data that accounts for heterogeneous noise.Models and computational strategies linking physiological response to molecular networks from large-scale data.Comparison of algorithms for pre-processing of SELDI-TOF mass spectrometry data.Identifying biomarkers from mass spectrometry data with ordinal outcomeA Bayesian hierarchical model for maximizing the vascular adhesion of nanoparticles.Biosensor approach to psychopathology classification.Characterizing the regularity of tetrahedral packing motifs in protein tertiary structure.Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray dataAnalysis of normal-tumour tissue interaction in tumours: prediction of prostate cancer features from the molecular profile of adjacent normal cells.Near-native protein loop sampling using nonparametric density estimation accommodating sparcity.A systems biology approach reveals common metastatic pathways in osteosarcoma.Investigating multiple candidate genes and nutrients in the folate metabolism pathway to detect genetic and nutritional risk factors for lung cancer.A bayesian hierarchical model for classification with selection of functional predictors.A chemoprotective fish oil- and pectin-containing diet temporally alters gene expression profiles in exfoliated rat colonocytes throughout oncogenesis.An Efficient Stochastic Search for Bayesian Variable Selection with High-Dimensional Correlated PredictorsOrder-preserving dimension reduction procedure for the dominance of two mean curves with application to tidal volume curves.Making sense of molecular signatures in the immune system.A Bayesian Nonparametric Approach for Functional Data Classification with Application to Hepatic Tissue Characterization.A Bayesian Nonparametric Approach for the Analysis of Multiple Categorical Item ResponsesA fully Bayesian latent variable model for integrative clustering analysis of multi-type omics data.A BAYESIAN GRAPHICAL MODELING APPROACH TO MICRORNA REGULATORY NETWORK INFERENCE.Spatial Mapping of Translational Diffusion Coefficients Using Diffusion Tensor Imaging: A Mathematical Description.Increased proliferative cells in the medullary thick ascending limb of the loop of Henle in the Dahl salt-sensitive ratDecomposing intra-subject variability in children with attention-deficit/hyperactivity disorder.Transforming growth factor-beta signaling in hypertensive remodeling of porcine aorta.Regularized Partial Least Squares with an Application to NMR Spectroscopy.Inferring metabolic networks using the Bayesian adaptive graphical lasso with informative priors.
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