mlsanityData to 14 Oct 2026

Poisson Flow Model of Cortical Folding Pattern

arXiv 2604.17291 ↗First posted 19 Apr 2026q-bio.NCcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 19 Apr 2026.

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