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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

H. Brodaty

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3 papers indexed here

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Open access Sep 2026

Long-PVSUNet: A Longitudinal Deep Learning Framework for Count-Oriented Perivascular Space Segmentation in Brain MRI.

Enlarged perivascular spaces (ePVS) are small, sparse MRI-visible markers of cerebral small vessel disease and brain ageing. Their size, low contrast, and severe foreground-background imbalance make automated segmentation challenging. Existing methods are mainly cross-sectional and do not model temporal consistency, li...

S. Hayashi, Lei Fan, Jiyang Jiang et al. · 0 citations
Open access Sep 2026

White matter and subcortical MRI markers of subsequent cognitive decline in late-life depression: A two-stage study.

BACKGROUND Late-life depression (LLD) is associated with increased risk of cognitive decline and dementia, yet clinically relevant neuroimaging markers of short-term cognitive decline remain uncertain. METHODS We conducted a two-stage study. In the Shanghai Action to Prevent the Elderly from Dementia (SHAPE) cohort,...

Chaoyue Guo, Yuan Fang, Qi Qiu et al. · 0 citations
Open access Jul 2026

Neighbourhood environments and depressive symptoms in later life.

BACKGROUND Neighbourhood environmental features, including green and blue spaces, access to amenities, traffic, and ambient air pollution, may influence mental health in later life. Depression in older adults is associated with morbidity, cognitive decline, and reduced quality of life. While cross-sectional studies hav...

S. Reppermund, A. Matison, S. Röhr et al. · 0 citations

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