20 citations · 27 across the 3 of their papers we have counts for
3 papers
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…
Biological Random Walks: integrating heterogeneous data in disease gene prioritization
Michele Gentili, Leonardo Martini, Manuela Petti +2
This work proposes a unified framework to leverage biological information in network propagation-based gene prioritization algorithms. Preliminary results on breast cancer data sho…