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Poisson Flow Model of Cortical Folding Pattern

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abstract

Cortical folding reflects coordinated neurodevelopmental processes and provides a sensitive marker of neurological disease. In juvenile myoclonic epilepsy (JME), structural abnormalities are subtle and spatially distributed, limiting the sensitivity of conventional morphometric measures such as cortical thickness. We introduce a Poisson flow model derived from gradients of the mean curvature field on the cortical surface. The method yields a smooth scalar field obtained from a Poisson equation, whose surface gradient defines a flow representation of folding organization. This representation enables spatially coherent characterization of sulcal--gyral patterns and provides a principled geometric framework for studying distributed cortical alterations in JME.

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q-bio.NC 1

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2026 1

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UNVERDICTED 1

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Poisson Flow Model of Cortical Folding Pattern

q-bio.NC · 2026-04-19 · unverdicted · novelty 6.0

A Poisson equation solved on cortical mean curvature produces a smooth flow field that represents sulcal-gyral organization for studying distributed alterations in epilepsy.

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  • Poisson Flow Model of Cortical Folding Pattern q-bio.NC · 2026-04-19 · unverdicted · none · ref 2 · internal anchor

    A Poisson equation solved on cortical mean curvature produces a smooth flow field that represents sulcal-gyral organization for studying distributed alterations in epilepsy.