Systems And Methods For Prioritizing The Selection Of Targeted Genes Associated With Diseases For Drug Discovery Based On Human Data
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Jun 10, 2021
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Mar 13, 2020
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Dec 6, 2019
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Abstract
Systems and methods enable the discovery of new relationships between diseases and genes by prioritizing the selection of gene targets for a disease using an embedding space generated from a knowledge graph by mapping datasets collected from various data sources using a graph schema, modeling disease and gene associations with link weightings, analyzing the data with several machine learning models, and scoring predictions.
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