3 papers · 1 filter
Scalable vertex guided filtrations identify structurally relevant genes in cancer networks
Edmara Viana, Rodrigo Henrique Ramos, Flávia Raquel Gonçalves Carneiro +1
Topological data analysis (TDA) has established itself as a useful tool for capturing multiscale structures in complex networks, such as connected components, cycles, and cavities.…
Identifying Key Genes in Cancer Networks Using Persistent Homology
Rodrigo Henrique Ramos, Yago Augusto Bardelotte, Cynthia de Oliveira Lage Ferreira +1
Identifying driver genes is crucial for understanding oncogenesis and developing targeted cancer therapies. Driver discovery methods using protein or pathway networks rely on tradi…
Human Protein Protein Interaction Networks: A Topological Comparison Review
Rodrigo Henrique Ramos, Cynthia de Oliveira Lage Ferreira, Adenilso Simao
Protein-Protein Interaction Networks aim to model the interactome, providing a powerful tool for understanding the complex relationships governing cellular processes. These network…