Article

Interpretable Machine Learning Identifies an Emergent Absence Seizure Mechanism

2025-09-25

Abstract excerpt

Absence epilepsy is a generalized seizure disorder marked by widespread spike-and-wave oscillations and sudden lapses in consciousness. Although no consensus exists on mechanisms of consciousness, several frameworks highlight dynamic processes relying on cortical and thalamocortical feedback loops. What those dynamics entail is an open question. Here, using interpretable machine learning, we identified a system of...

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Identifiers and source

Literature Corpus work: 91fc8356-4304-5f0c-a031-398501c4509a
DOI: 10.1101/2025.09.23.678032

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