Predicting protein complexes in protein interaction networks using Mapper and graph convolution networks

Predicting protein complexes in protein interaction networks using Mapper and graph convolution networks

Protein complexes are groups of interacting proteins that are central to multiple biological processes. Studying protein complexes can enhance our understanding of cellular functions and malfunctions and thus support the development of effective disease treatments. High-throughput experimental techn...

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Bibliographic Details
Main Authors: Leonardo Daou, Eileen Marie Hanna
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Protein-protein interactions
Protein complex
Topological data analysis
Generative adversarial network
Graph convolutional network
Mapper algorithm
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037024003295

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http://www.sciencedirect.com/science/article/pii/S2001037024003295

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