Neuro / Head & NeckAI / InformaticsResearch

Temporalis muscle texture on brain MRI signals dementia risk across two cohorts

Alzheimer's & dementia : the journal of the Alzheimer's Association5d ago

Higher radiomic texture score of temporalis muscle on brain MRI was linked to increased dementia risk (HR per standard deviation: 1.32 in ADNI, 1.64 in ARIC).

  • The deep learning model for temporalis muscle segmentation was trained on ADNI and externally validated in ARIC.
  • Smaller temporalis muscle cross-sectional area predicted dementia only in ADNI (not ARIC).

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