A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

S Rathore, M Habes, MA Iftikhar, A Shacklett… - NeuroImage, 2017 - Elsevier
Neuroimaging has made it possible to measure pathological brain changes associated with
Alzheimer's disease (AD) in vivo. Over the past decade, these measures have been …

Brain imaging in Alzheimer disease

KA Johnson, NC Fox… - Cold Spring …, 2012 - perspectivesinmedicine.cshlp.org
Imaging has played a variety of roles in the study of Alzheimer disease (AD) over the past
four decades. Initially, computed tomography (CT) and then magnetic resonance imaging …

Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade

CR Jack, DS Knopman, WJ Jagust, LM Shaw… - The Lancet …, 2010 - thelancet.com
Currently available evidence strongly supports the position that the initiating event in
Alzheimer's disease (AD) is related to abnormal processing of β-amyloid (Aβ) peptide …

The clinical use of structural MRI in Alzheimer disease

GB Frisoni, NC Fox, CR Jack Jr, P Scheltens… - Nature reviews …, 2010 - nature.com
Structural imaging based on magnetic resonance is an integral part of the clinical
assessment of patients with suspected Alzheimer dementia. Prospective data on the natural …

Basal forebrain degeneration precedes and predicts the cortical spread of Alzheimer's pathology

TW Schmitz, R Nathan Spreng - Nature communications, 2016 - nature.com
There is considerable debate whether Alzheimer's disease (AD) originates in basal
forebrain or entorhinal cortex. Here we examined whether longitudinal decreases in basal …

Characterization of brain volume changes in aging individuals with normal cognition using serial magnetic resonance imaging

S Fujita, S Mori, K Onda, S Hanaoka… - JAMA Network …, 2023 - jamanetwork.com
Importance Characterizing longitudinal patterns of regional brain volume changes in a
population with normal cognition at the individual level could improve understanding of the …

Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease

CR Jack Jr, VJ Lowe, SD Weigand, HJ Wiste… - Brain, 2009 - academic.oup.com
The purpose of this study was to use serial imaging to gain insight into the sequence of
pathologic events in Alzheimer's disease, and the clinical features associated with this …

Lifespan changes of the human brain in Alzheimer's disease

P Coupé, JV Manjón, E Lanuza, G Catheline - Scientific reports, 2019 - nature.com
Brain imaging studies have shown that slow and progressive cerebral atrophy characterized
the development of Alzheimer's Disease (AD). Despite a large number of studies dedicated …

Longitudinal change in CSF biomarkers in autosomal-dominant Alzheimer's disease

AM Fagan, C Xiong, MS Jasielec, RJ Bateman… - Science translational …, 2014 - science.org
Clinicopathological evidence suggests that the pathology of Alzheimer's disease (AD)
begins many years before the appearance of cognitive symptoms. Biomarkers are required …

Head size, age and gender adjustment in MRI studies: a necessary nuisance?

J Barnes, GR Ridgway, J Bartlett, SMD Henley… - Neuroimage, 2010 - Elsevier
Imaging studies of cerebral volumes often adjust for factors such as age that may confound
between-subject comparisons. However the use of nuisance covariates in imaging studies is …