Publications by authors named "Madhumita Madhumita"
Identification of complex interactions between miRNAs and mRNAs in a regulatory network helps better understand the underlying biological processes. Previously, identification of these interactions was based on sequence-based predicted target binding information. With the advancement in high-throughput omics technologies, miRNA and mRNA expression for the same set of samples are available.
View Article and Find Full Text PDFCorGO: An Integrated Method for Clustering Functionally Similar Genes.
Interdiscip Sci
December 2021
Article Synopsis
- * The study introduces CorGO, an algorithm designed to find functionally similar gene clusters by analyzing gene correlations and incorporating Gene Ontology-based semantic similarity.
- * CorGO has been validated through multiple analyses, demonstrating strong connectivity among identified gene clusters, and is shown to be more effective compared to traditional clustering algorithms.