Back to search

Article

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

2023-08-31

Abstract excerpt

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 haploinsufficiency at the gene level, limiting their power to pinpoint deleterious deletions associated with genetic disorders. Here...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
b634e013-bc62-5088-bc73-cc5f9f6e95c7
DOI
10.1101/2023.08.29.555384
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Deep multiple-instance learning accurately predicts gene haploinsufficiency and deletion pathogenicityDOI 10.1101/2023.08.29.555384
Select a neighboring publication to make it the new centre.