Seed-based biclustering of gene expression data.
BACKGROUND: Accumulated biological research outcomes show that biological functions do not depend on individual genes, but on complex gene networks. Microarray data are widely used to cluster genes according to their expression levels across experimental
Jiyuan An +13 more
core +1 more source
The search for similarities in large data sets has a very important role in many scientific fields. It permits to classify several types of data without an explicit information about it.
E. NOSOVA +3 more
core
Qualitative Biclustering with Bioconductor Package rqubic
Biclustering has been suggested and found very useful to discover gene regulation patterns from gene expression microarrays. Several quantitative algorithms, among others CC and BIMAX, have been implemented in R, mainly by the biclust package.
Laura Badi +2 more
core
Propagation-Based Biclustering Algorithm for Extracting Inclusion-Maximal Motifs
Biclustering, which is simultaneous clustering of columns and rows in data matrix, became an issue when classical clustering algorithms proved not to be good enough to detect similar expressions of genes under subset of conditions.
Boryczko, Krzysztof, Orzechowski, Patryk
core
Multi-Omic Bicluster Association Analysis (MOBAA)-a tool for identifying population subgroups with distinct multi-omics molecular profiles. [PDF]
Mishra BH, Mishra PP.
europepmc +1 more source
scDBic: a novel deep learning-based biclustering algorithm for analyzing scRNA-seq data. [PDF]
Tang X, Liu C, Lan C.
europepmc +1 more source
A dual space MRI radiomic network signature for risk stratification and subtyping of mild cognitive impairment. [PDF]
Xiong D, Liu M, Xie J, Liu Z, Wang J.
europepmc +1 more source
A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms. [PDF]
Yelugam R +4 more
europepmc +1 more source
A hybrid stellar mass black-hole optimization framework for finding significant biclusters using average Kendall rank correlation. [PDF]
Balamurugan R.
europepmc +1 more source

