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A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing

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Published in:PLoS Computational Biology
Format: Online Article RSS Article
Published: 2026
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container_title PLoS Computational Biology
description
discipline_display Computer Science
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genre Journal Article
id rss_article:78720
institution FRELIP
journal_source_facet PLoS Computational Biology
last_indexed 2026-06-20T21:40:03.057Z
publishDate 2026
publishDateSort 2026
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spellingShingle A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
Computer Science
General
Computer Science
sub_discipline_display General
sub_discipline_facet General
subject_display Computer Science
General
Computer Science
subject_facet Computer Science
General
Computer Science
title A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_alt Un marco de aprendizaje de representación de grafos aumentado con prototipos para identificar genes asociados a trastornos cerebrales y facilitar la reutilización de fármacos
Un cadre d'apprentissage de représentation de graphe augmenté par prototypes pour identifier les gènes associés aux troubles cérébraux et faciliter le repositionnement de médicaments
Uma estrutura de aprendizado de representação de grafos aumentada por protótipos para identificar genes associados a distúrbios cerebrais e facilitar o reposicionamento de medicamentos
title_auth A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_es_txt Un marco de aprendizaje de representación de grafos aumentado con prototipos para identificar genes asociados a trastornos cerebrales y facilitar la reutilización de fármacos
title_fr_txt Un cadre d'apprentissage de représentation de graphe augmenté par prototypes pour identifier les gènes associés aux troubles cérébraux et faciliter le repositionnement de médicaments
title_full A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_fullStr A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_full_unstemmed A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_pt_txt Uma estrutura de aprendizado de representação de grafos aumentada por protótipos para identificar genes associados a distúrbios cerebrais e facilitar o reposicionamento de medicamentos
title_short A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
title_sort a prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing
topic Computer Science
General
Computer Science
url https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1014323