72 citations · 103 across the 4 of their papers we have counts for
4 papers
Graph Attention Based Prioritization of Disease Responsible Genes from Multimodal Alzheimer's Network
Binon Teji, Subhajit Bandyopadhyay, Swarup Roy
Prioritizing disease-associated genes is central to understanding the molecular mechanisms of complex disorders such as Alzheimer's disease (AD). Traditional network-based approach…
A Novel Graph Transformer Framework for Gene Regulatory Network Inference
Binon Teji, Swarup Roy
The inference of gene regulatory networks (GRNs) is a foundational stride towards deciphering the fundamentals of complex biological systems. Inferring a possible regulatory link b…
Analyzing Host-Viral Interactome of SARS-CoV-2 for Identifying Vulnerable Host Proteins during COVID-19 Pathogenesis
Jayanta Kumar Das, Swarup Roy, Pietro Hiram Guzzi
The development of therapeutic targets for COVID-19 treatment is based on the understanding of the molecular mechanism of pathogenesis. The identification of genes and proteins inv…
Big Data Analytics in Bioinformatics: A Machine Learning Perspective
Hirak Kashyap, Hasin Afzal Ahmed, Nazrul Hoque +2
Bioinformatics research is characterized by voluminous and incremental datasets and complex data analytics methods. The machine learning methods used in bioinformatics are iterativ…