Article

Redefining Autism Subtypes: a machine learning approach leveraging topological data analysis, network measures and hemispheric lateralization

2025-04-16

Abstract excerpt

Autism subtypes, including general Autism Spectrum Disorder (ASD) and Asperger Syndrome (AS), exhibit distinct neural connectivity patterns. This study is the first to systematically integrate Topological Data Analysis (TDA) with complex network measures and machine learning (ML) to investigate brain lateralization and connectivity differences among these subtypes. Using fMRI-derived connectivity matrices, TDA met...

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Literature Corpus work: 46fba07c-0573-5090-a2b9-f55acb6506b8
DOI: 10.1101/2025.04.14.25325816

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