Multimodal brain imaging-based classification of functional constipation subtypes using machine learning

Wenchao Zhang

doi:10.1016/j.jad.2026.121831

Multimodal brain imaging-based classification of functional constipation subtypes using machine learning

2026-04-21

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DOI：10.1016/j.jad.2026.121831

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Abstract

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• Identification of FC subtypes based on multimodal brain imaging features. • Neuroimaging features differentiating FC subtypes involve emotional, somatosensory, and motor regions. • Predicted subtype probabilities correlate with anxiety and depression, highlighting potential neurobiological features.

Keywords:

functional constipation

multimodal brain imaging

machine learning

neuroimaging features

emotional regions

Multimodal brain imaging-based classification of functional constipation subtypes using machine learning

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