SYSTEM AND METHOD FOR IDENTIFYING ONE OR MORE CHANGES IN BIOLOGICAL NETWORK
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United States of America Patent
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Issued Date -
Aug 1, 2024
app pub date -
Jan 30, 2023
filing date -
Jan 30, 2023
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Abstract
A system for identifying one or more changes in a Biological Network, comprising a processor configured to construct a Heterogeneous Biological Network that comprises a plurality of nodes and a plurality of edges. The processor is configured to derive one or more sub-networks from the constructed HBN, and determine an embedding vector for each node of each sub-network. The processor is configured to identify one or more changes in each sub-network by comparing the embedding vector of each node of in a respective sub-network before and after an input action associated with a change in at least one sub-network and determine a plurality of scores for each node of each sub-network based on a pre-defined set of parameters. The processor is configured to identify the one or more changes in the BN based on the determined plurality of scores for each node in each sub-network.
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