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Two Novel Approaches to Detect Community: A Case Study of Omicron Lineage Variants PPI Network. (arXiv:2308.05125v1 [q-bio.MN])
cs.LG updates on arXiv.org arxiv.org
The capacity to identify and analyze protein-protein interactions, along with
their internal modular organization, plays a crucial role in comprehending the
intricate mechanisms underlying biological processes at the molecular level. We
can learn a lot about the structure and dynamics of these interactions by using
network analysis. We can improve our understanding of the biological roots of
disease pathogenesis by recognizing network communities. This knowledge, in
turn, holds significant potential for driving advancements in drug discovery
and facilitating personalized medicine …
analyze arxiv bio capacity case case study community dynamics identify interactions learn lineage modular network novel organization processes protein role study variants