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HeteroRepur: Efficient Modeling of Heterogeneous Disease Graph for Depression Drug Repurposing using Heterogeneous Graph Neural Networks

2025-01-04

Abstract excerpt

<h4>Objective</h4> Major Depressive Disorder (MDD) is one of the most prevalent psychiatric disorders, yet existing treatments often result in suboptimal responses and encounter high recurrence rate. Repositioning existing medications, which often significantly reduces the required time and budget, has been demonstrated to be a promising strategy for drug discovery of multiple central nervous system (CNS) disorde...

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Literature Corpus work
3654042f-6db1-5cf4-9e5a-62e276a6d59c
DOI
10.1101/2024.12.18.629087
Open publication

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HeteroRepur: Efficient Modeling of Heterogeneous Disease Graph for Depression Drug Repurposing using Heterogeneous Graph Neural NetworksDOI 10.1101/2024.12.18.629087
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