Back to search

Article

Organellomics: AI-driven deep organellar phenotyping reveals novel ALS mechanisms in human neurons

2024-01-31

Abstract excerpt

Systematic assessment of organelle architectures, termed the organellome , offers valuable insights into cellular states and pathomechanisms, but remains largely uncharted. Here, we present a deep phenotypic learning based on vision transformers, resulting in the Neuronal Organellomics Vision Atlas (NOVA) model that studies confocal images of more than 30 markers of distinct membrane-bound and membraneless organe...

Topics

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

Identifiers and source

Literature Corpus work
cedb4938-42bd-52ee-8260-f786ba9cf0c5
DOI
10.1101/2024.01.31.572110
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.
Organellomics: AI-driven deep organellar phenotyping reveals novel ALS mechanisms in human neuronsDOI 10.1101/2024.01.31.572110
Select a neighboring publication to make it the new centre.