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Article

Latent cognitive phenotypes in juvenile myoclonic epilepsy: Clinical, sociodemographic, and neuroimaging associations.

Epilepsia - 1 Jan 2025

Struck Aaron F, Garcia-Ramos Camille, Prabhakaran Vivek, Nair Veena, Adluru Nagesh, Adluru Anusha, Almane Dace, Jones Jana E, Hermann Bruce P

Abstract excerpt

OBJECTIVE: Application of cluster analytic procedures has advanced understanding of the cognitive heterogeneity inherent in diverse epilepsy syndromes and the associated clinical and neuroimaging features. Application of this unsupervised machine learning approach to the neuropsychological performance of persons with juvenile myoclonic epilepsy (JME) has yet to be attempted, which is the intent of this...

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Identifiers

PMID: 39487825
DOI: 10.1111/epi.18167
PMCID: PMC11742545

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