Cargando…

Bayesian Pathway Analysis of Cancer Microarray Data

High Throughput Biological Data (HTBD) requires detailed analysis methods and from a life science perspective, these analysis results make most sense when interpreted within the context of biological pathways. Bayesian Networks (BNs) capture both linear and nonlinear interactions and handle stochast...

Descripción completa

Detalles Bibliográficos
Autores principales:	Korucuoglu, Melike, Isci, Senol, Ozgur, Arzucan, Otu, Hasan H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4103872/ https://www.ncbi.nlm.nih.gov/pubmed/25036210 http://dx.doi.org/10.1371/journal.pone.0102803

Ejemplares similares

Bayesian network prior: network analysis of biological data using external knowledge
por: Isci, Senol, et al.
Publicado: (2014)

Bayesian Functional Data Clustering for Temporal Microarray Data
por: Ma, Ping, et al.
Publicado: (2008)

A two-sample Bayesian t-test for microarray data
por: Fox, Richard J, et al.
Publicado: (2006)

BAMarray™: Java software for Bayesian analysis of variance for microarray data
por: Ishwaran, Hemant, et al.
Publicado: (2006)

A novel gene selection method for gene expression data for the task of cancer type classification
por: ÖZCAN ŞİMŞEK, N. Özlem, et al.
Publicado: (2021)

Bayesian meta-analysis models for microarray data: a comparative study
por: Conlon, Erin M, et al.
Publicado: (2007)

Detection and categorization of bacteria habitats using shallow linguistic analysis
por: Karadeniz, İlknur, et al.
Publicado: (2015)

BayGO: Bayesian analysis of ontology term enrichment in microarray data
por: Vêncio, Ricardo ZN, et al.
Publicado: (2006)

Cross-platform Analysis of Cancer Biomarkers: A Bayesian Network Approach to Incorporating Mass Spectrometry and Microarray Data
por: Deng, Xutao, et al.
Publicado: (2007)

Statistical representation models for mutation information within genomic data
por: ÖZCAN ŞİMŞEK, N. Özlem, et al.
Publicado: (2019)

Seeded Bayesian Networks: Constructing genetic networks from microarray data
por: Djebbari, Amira, et al.
Publicado: (2008)

R/BHC: fast Bayesian hierarchical clustering for microarray data
por: Savage, Richard S, et al.
Publicado: (2009)

Ontology-based literature mining and class effect analysis of adverse drug reactions associated with neuropathy-inducing drugs
por: Hur, Junguk, et al.
Publicado: (2018)

Linking entities through an ontology using word embeddings and syntactic re-ranking
por: Karadeniz, İlknur, et al.
Publicado: (2019)

Modelling of time series microarray data using dynamic Bayesian network
por: Srinivasa, KG, et al.
Publicado: (2009)

Bayesian hierarchical clustering for microarray time series data with replicates and outlier measurements
por: Cooke, Emma J, et al.
Publicado: (2011)

Empirical Bayesian models for analysing molecular serotyping microarrays
por: Newton, Richard, et al.
Publicado: (2011)

Unsupervised Bayesian linear unmixing of gene expression microarrays
por: Bazot, Cécile, et al.
Publicado: (2013)

Pathway-BasedFeature Selection Algorithm for Cancer Microarray Data
por: Bandyopadhyay, Nirmalya, et al.
Publicado: (2009)

Iterative Bayesian Model Averaging: a method for the application of survival analysis to high-dimensional microarray data
por: Annest, Amalia, et al.
Publicado: (2009)

A comparative study of SMILES-based compound similarity functions for drug-target interaction prediction
por: Öztürk, Hakime, et al.
Publicado: (2016)

Identifying Topics in Microblogs Using Wikipedia
por: Yıldırım, Ahmet, et al.
Publicado: (2016)

Classification of Beta-Lactamases and Penicillin Binding Proteins Using Ligand-Centric Network Models
por: Öztürk, Hakime, et al.
Publicado: (2015)

An integrated hierarchical Bayesian approach to normalizing left-censored microRNA microarray data
por: Kang, Jia, et al.
Publicado: (2013)

Integrating Multiple Microarray Data for Cancer Pathway Analysis Using Bootstrapping K-S Test
por: Han, Bing, et al.
Publicado: (2009)

The Interaction Network Ontology-supported modeling and mining of complex interactions represented with multiple keywords in biomedical literature
por: Özgür, Arzucan, et al.
Publicado: (2016)

Ontology-based literature mining of E. coli vaccine-associated gene interaction networks
por: Hur, Junguk, et al.
Publicado: (2017)

Literature Mining and Ontology based Analysis of Host-Brucella Gene–Gene Interaction Network
por: Karadeniz, İlknur, et al.
Publicado: (2015)

Comparative microarray data analysis for the expression of genes in the pathway of glioma
por: Katara, Pramod, et al.
Publicado: (2010)

Uncovering Gene Regulatory Networks from Time-Series Microarray Data with Variational Bayesian Structural Expectation Maximization
por: Luna, Isabel Tienda, et al.
Publicado: (2007)

A Pathway Analysis Tool for Analyzing Microarray Data of Species with Low Physiological Information
por: te Pas, M. F. W., et al.
Publicado: (2008)

Multivariate hierarchical Bayesian model for differential gene expression analysis in microarray experiments
por: Zhao, Hongya, et al.
Publicado: (2008)

Bayesian models for pooling microarray studies with multiple sources of replications
por: Conlon, Erin M, et al.
Publicado: (2006)

Use of genomic DNA control features and predicted operon structure in microarray data analysis: ArrayLeaRNA – a Bayesian approach
por: Pin, Carmen, et al.
Publicado: (2007)

Identification of fever and vaccine-associated gene interaction networks using ontology-based literature mining
por: Hur, Junguk, et al.
Publicado: (2012)

Development and application of an interaction network ontology for literature mining of vaccine-associated gene-gene interactions
por: Hur, Junguk, et al.
Publicado: (2015)

Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels
por: Tiftikci, Mert, et al.
Publicado: (2019)

Potential Upstream Regulators of Cannabinoid Receptor 1 Signaling in Prostate Cancer: A Bayesian Network Analysis of Data From a Tissue Microarray
por: Häggström, Jenny, et al.
Publicado: (2014)

Automated Neuroanatomical Relation Extraction: A Linguistically Motivated Approach with a PVT Connectivity Graph Case Study
por: Gökdeniz, Erinç, et al.
Publicado: (2016)

BIOSSES: a semantic sentence similarity estimation system for the biomedical domain
por: Soğancıoğlu, Gizem, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_cmcb3qrs3gsemp67cun3ifp54p