20 citations · 27 across the 6 of their papers we have counts for
3 papers · 1 filter
Biological Random Walks: multi-omics integration for disease gene prioritization
Michele Gentili, Leonardo Martini, Marialuisa Sponziello +1
Motivation: Over the past decade, network-based approaches have proven useful in identifying disease modules within the human interactome, often providing insights into key mechani…
Network Based Approach to Gene Prioritization at Genome-Wide Association Study Loci
Leonardo Martini, Adriano Fazzone, Michele Gentili +2
Motivation: Genome-wide association studies (GWAS) have successfully identified thousands of genetic risk loci for complex traits and diseases. Most of these GWAS loci lie in regul…
Bond Percolation in Small-World Graphs with Power-Law Distribution
Luca Becchetti, Andrea Clementi, Francesco Pasquale +2
\emph{Full-bond percolation} with parameter is the process in which, given a graph, for every edge independently, we delete the edge with probability . Bond percolation is…