Functional and Emotional Predictors of Cognitive Decline: Insights from the ADNI Dataset

The current findings demonstrate that baseline functional and emotional measures can predict future cognitive decline, with functional difficulties (FAQ) contributing the most, followed by depressive symptoms (GDS), and hippocampal volume (HIPPO). These results suggest that functional and emotional measures vary alongside cognitive decline, with neuroimaging offering complementary insights when combined with behavioral evaluations for early detection.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70857_100984
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Functional and Emotional Predictors of Cognitive Decline: Insights from the ADNI Dataset

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Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Functional and Emotional Predictors of Cognitive Decline: Insights from the ADNI Dataset

Nicola Sambuco, Daphne Gasparre, L. Antonucci, Aurora Bonvino, Giorgia Francesca Scaramuzzi, Ester Cornacchia, Paolo Taurisano, Giulio Pergola
article en

Abstract

The current findings demonstrate that baseline functional and emotional measures can predict future cognitive decline, with functional difficulties (FAQ) contributing the most, followed by depressive symptoms (GDS), and hippocampal volume (HIPPO). These results suggest that functional and emotional measures vary alongside cognitive decline, with neuroimaging offering complementary insights when combined with behavioral evaluations for early detection.

Alzheimer s & DementiaVol. 21(S3)
University of Bari Aldo Moro (IT)
Openalex Percentile: Top 33%
Dementia and Cognitive Impairment Research
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