Neuro / Head & NeckAI / InformaticsEducationTrainee
Hippocampal MRI signatures across Alzheimer's stages: a multimodal review
Japanese journal of radiologyyesterday
Six MRI techniques—structural, diffusion tensor, spectroscopy, quantitative susceptibility mapping, arterial spin labeling, and functional MRI—characterize hippocampal damage across Alzheimer's stages; combining them with machine learning improves early screening and prognosis.
- The review covers what each modality adds: atrophy (structural MRI), microstructural injury (diffusion tensor imaging), metabolism (spectroscopy), iron (quantitative susceptibility mapping), perfusion (arterial spin labeling), and activity (functional MRI).
- Hippocampal injury shows subfield specificity, hemispheric asymmetry, and stage-dependent progression, influenced by amyloid/tau, neuroinflammation, and APOE ε4.
- Multimodal fusion with machine learning outperforms single-modal biomarkers, but pathological validation and reproducibility remain challenges.
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