神经退行性纵向分析的综合多模式管道:将认知测试和神经成像与机器学习结合起来，研究阿尔茨海默氏症和帕金森症的常见机制。

Q3 Medicine

Recenti progressi in medicina Pub Date : 2025-10-01 DOI:10.1701/4573.45798

Simone Torsello, Samuele Carli, Alice Cuzzucoli, Daniele Caligiore

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引用次数: 0

摘要

本研究引入了一种多模式管道，结合认知测试和来自ADNI和PPMI的MRI数据来检查帕金森病和阿尔茨海默病。使用FastSurfer进行快速脑容量分析，它揭示了认知能力下降的常见神经生物学机制和模式。早期发现支持纵向多模态评估，推进神经退行性疾病的精准医学和个性化临床决策。

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查看原文本刊更多论文

Pipeline multimodale integrata per l’analisi longitudinale delle neurodegenerazioni: integrazione di test cognitivi e neuroimaging con machine learning per una indagine sui meccanismi comuni di Alzheimer e Parkinson.

This study introduces a multimodal pipeline that combines cognitive tests and MRI data from ADNI and PPMI to examine Parkinson's and Alzheimer's diseases. Using FastSurfer for quick brain volume analysis, it uncovers common neurobiological mechanisms and patterns of cognitive decline. Early findings support longitudinal multimodal evaluation, advancing precision medicine and personalized clinical decision-making in neurodegenerative disorders.

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来源期刊

Recenti progressi in medicina Medicine-Medicine (all)

CiteScore

0.90

自引率

0.00%

发文量

143

期刊介绍： Giunta ormai al sessantesimo anno, Recenti Progressi in Medicina continua a costituire un sicuro punto di riferimento ed uno strumento di lavoro fondamentale per l"ampliamento dell"orizzonte culturale del medico italiano. Recenti Progressi in Medicina è una rivista di medicina interna. Ciò significa il recupero di un"ottica globale e integrata, idonea ad evitare sia i particolarismi della informazione specialistica sia la frammentazione di quella generalista.