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BRANEnet: Embedding Multilayer Networks for Omics Data Integration

surabhi Jagtap; Aurélie Pirayre; Frédérique Bidard; Laurent Duval; Fragkiskos D. Malliaros

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surabhi Jagtap

BRANEnet is  a novel multi-omics integration framework for multilayer heterogeneous networks. In particular, it embeds graph-based information from multi-omics data in a lower-dimensional space.  To capture relevant context around each node of interest, it leverages a properly chosen random walk-based Positive Pointwise Mutual Information (PPMI) matrix.

 

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