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Deep multiple-instance learning accurately predicts gene haploinsufficiency and deletion pathogenicity

Copy number losses (deletions) are a major contributor to the etiology of severe genetic disorders. Although haploinsufficient genes play a critical role in deletion pathogenicity, current methods for deletion pathogenicity prediction fail to integrate multiple lines of evidence for haploinsufficien...

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Detalles Bibliográficos
Autores principales: Liu, Zhihan, Huang, Yi-Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491176/
https://www.ncbi.nlm.nih.gov/pubmed/37693607
http://dx.doi.org/10.1101/2023.08.29.555384