Back to search

Article

SwitchClass: dissecting attenuated and escalated molecular features via a label-switch classification framework

2025-10-29

Abstract excerpt

Biological systems exhibit complex molecular trajectories in response to perturbations, ranging from changes that revert or attenuate towards homeostasis to alterations that persist or escalate. Capturing these complex patterns is essential for understanding molecular resilience and maladaptive persistence. Here, we introduce SwitchClass, a label-switch classification framework that distinguishes attenuated and...

Topics

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

Identifiers and source

Literature Corpus work
869c8ea5-6766-5ed2-80c1-e47bd52e4954
DOI
10.1101/2025.10.29.685265
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.
SwitchClass: dissecting attenuated and escalated molecular features via a label-switch classification frameworkDOI 10.1101/2025.10.29.685265
Select a neighboring publication to make it the new centre.