Prediction and classification of Alzheimer disease based on quantification of MRI deformation

Feature-ranking-based Alzheimer’s disease classification from structural MRI

(2016) Iman Beheshti et al.   MAGNETIC RESONANCE IMAGING

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment

(2014) Qi Zhou et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Prognostic classification of mild cognitive impairment and Alzheimer׳s disease: MRI independent component analysis

(2014) Auriel A. Willette et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Brain region’s relative proximity as marker for Alzheimer’s disease based on structural MRI

(2014) Lene Lillemark et al.   BMC MEDICAL IMAGING

Increased oxygen extraction capacity in the basal ganglia and thalamus of people with Alzheimer's disease

(2013) Simon Eskildsen et al.   Alzheimers & Dementia

An MRI-based index to measure the severity of Alzheimer's disease-like structural pattern in subjects with mild cognitive impairment

(2013) G. Spulber et al.   JOURNAL OF INTERNAL MEDICINE

How early can we predict Alzheimer's disease using computational anatomy?

(2013) Stanisław Adaszewski et al.   NEUROBIOLOGY OF AGING

Alzheimer's Disease Risk Assessment Using Large-Scale Machine Learning Methods

(2013) Ramon Casanova et al.   PLoS One

Different multivariate techniques for automated classification of MRI data in Alzheimer’s disease and mild cognitive impairment

(2013) Carlos Aguilar et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Combining MRI and CSF measures for classification of Alzheimer's disease and prediction of mild cognitive impairment conversion

(2012) Eric Westman et al.   NEUROIMAGE

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers

(2012) Daoqiang Zhang et al.   PLoS One

Predicting Cognitive Decline in Subjects at Risk for Alzheimer Disease by Using Combined Cerebrospinal Fluid, MR Imaging, and PET Biomarkers

(2012) Jennifer L. Shaffer et al.   RADIOLOGY

Direct comparison of fluorodeoxyglucose positron emission tomography and arterial spin labeling magnetic resonance imaging in Alzheimer's disease

(2011) Erik S. Musiek et al.   Alzheimers & Dementia

Multi-template tensor-based morphometry: Application to analysis of Alzheimer's disease

(2011) Juha Koikkalainen et al.   NEUROIMAGE

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

(2011) Robin Wolz et al.   PLoS One

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

(2011) Stéphane P. Poulin et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

High Dimensional Classification of Structural MRI Alzheimer?s Disease Data Based on Large Scale Regularization

(2011) Ramon Casanova et al.   Frontiers in Neuroinformatics

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performance

(2010) Michael Ewers et al.   NEUROBIOLOGY OF AGING

Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects

(2009) Leslie M. Shaw et al.   ANNALS OF NEUROLOGY

Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve

(2009) Olivier Querbes, Florent Aubry, Jérémie Pariente, Jean-Albert Lotterie, Jean-François Démonet, Véronique Duret, Michèle Puel, Isabelle Berry, Jean-Claude Fort et al.   BRAIN

Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI

(2009) Marie Chupin et al.   HIPPOCAMPUS

Disease classification with hippocampal shape invariants

(2009) Boris Gutman et al.   HIPPOCAMPUS

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

(2009) Emilie Gerardin et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls

(2008) Simon Duchesne et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

(2008) C MISRA et al.   NEUROIMAGE

Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI

(2008) Benoît Magnin et al.   NEURORADIOLOGY

Discrimination between Alzheimer Disease, Mild Cognitive Impairment, and Normal Aging by Using Automated Segmentation of the Hippocampus

(2008) Olivier Colliot et al.   RADIOLOGY

Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies

(2007) Prashanthi Vemuri et al.   NEUROIMAGE

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

(2007) Yong Fan et al.   NEUROIMAGE

MRI of hippocampus and entorhinal cortex in mild cognitive impairment: A follow-up study

(2006) Tero Tapiola et al.   NEUROBIOLOGY OF AGING