Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
Many machine learning and pattern classification methods have been applied to the
diagnosis of Alzheimer's disease (AD) and its prodromal stage, ie, mild cognitive impairment …
diagnosis of Alzheimer's disease (AD) and its prodromal stage, ie, mild cognitive impairment …
Effects of multicomponent exercise on cognitive function in older adults with amnestic mild cognitive impairment: a randomized controlled trial
T Suzuki, H Shimada, H Makizako, T Doi, D Yoshida… - BMC neurology, 2012 - Springer
Background To examine the effects of a multicomponent exercise program on the cognitive
function of older adults with amnestic mild cognitive impairment (aMCI). Methods Design …
function of older adults with amnestic mild cognitive impairment (aMCI). Methods Design …
Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data
J Ye, M Farnum, E Yang, R Verbeeck, V Lobanov… - BMC neurology, 2012 - Springer
Abstract Background Patients with Mild Cognitive Impairment (MCI) are at high risk of
progression to Alzheimer's dementia. Identifying MCI individuals with high likelihood of …
progression to Alzheimer's dementia. Identifying MCI individuals with high likelihood of …
Test sequence of CSF and MRI biomarkers for prediction of AD in subjects with MCI
S Vos, I van Rossum, L Burns, D Knol, P Scheltens… - Neurobiology of …, 2012 - Elsevier
Our aim was to identify the best diagnostic test sequence for predicting Alzheimer's disease
(AD)-type dementia in subjects with mild cognitive impairment (MCI) using cerebrospinal …
(AD)-type dementia in subjects with mild cognitive impairment (MCI) using cerebrospinal …
Magnetic resonance imaging based clinical research in Alzheimer's disease
N Fayed, PJ Modrego, GR Salinas… - Journal of Alzheimer's …, 2012 - content.iospress.com
Alzheimer's disease (AD) is the most common cause of dementia in elderly people in
western countries. However important goals are unmet in the issue of early diagnosis and …
western countries. However important goals are unmet in the issue of early diagnosis and …
Is radiological evaluation as good as computer-based volumetry to assess hippocampal atrophy in Alzheimer's disease?
C Boutet, M Chupin, O Colliot, M Sarazin, G Mutlu… - Neuroradiology, 2012 - Springer
Introduction Hippocampus volumetry is a useful surrogate marker for the diagnosis of
Alzheimer's disease (AD). Our purpose was to compare visual assessment of medial …
Alzheimer's disease (AD). Our purpose was to compare visual assessment of medial …
[PDF][PDF] DTI and structural MRI classification in Alzheimer's disease
L Mesrob, M Sarazin, V Hahn-Barma… - Advances in molecular …, 2012 - file.scirp.org
In this paper, we propose a fully automated method to individually classify patients with
Alzheimer's disease (AD) and elderly control subjects based on diffusion tensor (DTI) and …
Alzheimer's disease (AD) and elderly control subjects based on diffusion tensor (DTI) and …
Apolipoprotein E ɛ2 and functional decline in amnestic mild cognitive impairment and Alzheimer disease
A Bonner-Jackson, O Okonkwo, G Tremont… - The American journal of …, 2012 - Elsevier
Background Recent work has demonstrated the potentially protective effects of the
apolipoprotein E (APOE) ɛ2 allele on cognitive functioning in individuals at risk for …
apolipoprotein E (APOE) ɛ2 allele on cognitive functioning in individuals at risk for …
Combining structural brain changes improves the prediction of Alzheimer's disease and mild cognitive impairment
N Zhang, X Song, Y Zhang - Dementia and geriatric cognitive disorders, 2012 - karger.com
Background: Several structural brain changes have been associated with Alzheimer's
disease (AD). This study investigated the prediction of AD by combining multiple brain …
disease (AD). This study investigated the prediction of AD by combining multiple brain …
Neurochemical alterations of the entorhinal cortex in amnestic mild cognitive impairment (aMCI): a three-year follow-up study
SW Seo, JH Lee, SM Jang, ST Kim, J Chin… - Archives of Gerontology …, 2012 - Elsevier
The neurochemical alterations in the entorhinal cortex have not yet been measured, even
though the entorhinal cortex is the earliest involved brain region in aMCI. In this study, we …
though the entorhinal cortex is the earliest involved brain region in aMCI. In this study, we …