Author details

Full Name

Siva Sivaganesan

Affiliation

ORCID

Career Start Year

2002

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
35083394	ALOHA: Aggregated local extrema splines for high-throughput dose-response analysis.	Comput Toxicol	2022
34897771	Bayesian regularization for a nonstationary Gaussian linear mixed effects model.	Statistics in Medicine	2022
33096188	Evaluation of the Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) score for detecting necrotizing soft tissue infections in patients with diabetes and lower extremity infection.	Diabetes Research and Clinical Practice	2021
32653926	Predicting mechanism of action of cellular perturbations with pathway activity signatures.		2020
35935278	Biclustering of medical monitoring data using a nonparametric hierarchical Bayesian model.	Stat	2020
29199020	The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations.	Cell Syst	2018
28352117	Berkson error adjustment and other exposure surrogates in occupational case-control studies, with application to the Canadian INTEROCC study.	Journal of Exposure Science and Environmental Epidemiology	2018
28276142	Subgroup finding via Bayesian additive regression trees.	Statistics in Medicine	2017
28319254	A Bayesian subgroup analysis using collections of ANOVA models.	Biometrical Journal	2017
27364101	An objective Bayesian analysis of a crossover design via model selection and model averaging.	Statistics in Medicine	2016
27140527	A probabilistic approach for lateralization of seizure onset zone in drug-resistant epilepsy with bilateral cerebral pathology.	Math Biosci	2016
24039560	Genome-wide signatures of transcription factor activity: connecting transcription factors, disease, and small molecules.	PLoS Comput Biol	2013
21225894	A Bayesian subgroup analysis with a zero-enriched Polya Urn scheme.	Statistics in Medicine	2011
20971985	Generalized random set framework for functional enrichment analysis using primary genomics datasets.		2011
20459663	A semi-parametric Bayesian model for unsupervised differential co-expression analysis.	BMC Bioinformatics	2010
17683565	Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data.	BMC Bioinformatics	2007
16709591	Context-specific infinite mixtures for clustering gene expression profiles across diverse microarray dataset.	Bioinformatics	2006
17177995	Intensity-based hierarchical Bayes method improves testing for differentially expressed genes in microarray experiments.	BMC Bioinformatics	2006
15891316	Variation in outcomes in Veterans Affairs intensive care units with a computerized severity measure.	Crit Care Med	2005
15984796	Effect of lot variability on ultraviolet radiation inactivation kinetics of Cryptosporidium parvum oocysts.	Environmental Science & Technology	2005
15316954	Statistical assessment of mediational effects for logistic mediational models.	Statistics in Medicine	2004
12217911	Bayesian infinite mixture model based clustering of gene expression profiles.	Bioinformatics	2002