Random forest algorithm for the classification of neuroimaging data in Alzheimer's disease: a systematic review

A Sarica, A Cerasa, A Quattrone - Frontiers in aging neuroscience, 2017 - frontiersin.org
Objective: Machine learning classification has been the most important computational
development in the last years to satisfy the primary need of clinicians for automatic early …

The use of neuroimaging techniques in the early and differential diagnosis of dementia

L Chouliaras, JT O'Brien - Molecular Psychiatry, 2023 - nature.com
Dementia is a leading cause of disability and death worldwide. At present there is no
disease modifying treatment for any of the most common types of dementia such as …

A phase I trial of deep brain stimulation of memory circuits in Alzheimer's disease

AW Laxton, DF Tang‐Wai, MP McAndrews… - Annals of …, 2010 - Wiley Online Library
Objective Alzheimer disease (AD) is characterized by functional impairment in the neural
elements and circuits underlying cognitive and memory functions. We hypothesized that …

Disruption of functional connectivity in clinically normal older adults harboring amyloid burden

T Hedden, KRA Van Dijk, JA Becker… - Journal of …, 2009 - Soc Neuroscience
Amyloid deposition is present in 20–50% of nondemented older adults yet the functional
consequences remain unclear. The current study found that amyloid accumulation is …

Diverging patterns of amyloid deposition and hypometabolism in clinical variants of probable Alzheimer's disease

M Lehmann, PM Ghosh, C Madison, R Laforce Jr… - Brain, 2013 - academic.oup.com
The factors driving clinical heterogeneity in Alzheimer's disease are not well understood.
This study assessed the relationship between amyloid deposition, glucose metabolism and …

Progressive dysexecutive syndrome due to Alzheimer's disease: a description of 55 cases and comparison to other phenotypes

RA Townley, J Graff-Radford, WG Mantyh… - Brain …, 2020 - academic.oup.com
We report a group of patients presenting with a progressive dementia syndrome
characterized by predominant dysfunction in core executive functions, relatively young age …

Superior memory and higher cortical volumes in unusually successful cognitive aging

TM Harrison, S Weintraub, MM Mesulam… - Journal of the …, 2012 - cambridge.org
It is “normal” for old age to be associated with gradual decline in memory and brain mass.
However, there are anecdotal reports of individuals who seem immune to age-related …

Beta-amyloid deposition and the aging brain

KM Rodrigue, KM Kennedy, DC Park - Neuropsychology review, 2009 - Springer
A central issue in cognitive neuroscience of aging research is pinpointing precise neural
mechanisms that determine cognitive outcome in late adulthood as well as identifying early …

Early Alzheimer's disease

R Mayeux - New England Journal of Medicine, 2010 - Mass Medical Soc
A 72-year-old man seeks consultation at the urging of his wife for increasing difficulty with
memory over the past 2 years. Clients at his brokerage firm have expressed concern about …

Altered default mode network connectivity in Alzheimer's disease—a resting functional MRI and Bayesian network study

X Wu, R Li, AS Fleisher, EM Reiman… - Human brain …, 2011 - Wiley Online Library
A number of functional magnetic resonance imaging (fMRI) studies reported the existence of
default mode network (DMN) and its disruption due to the presence of a disease such as …