A Clinically-Translatable Machine Learning Algorithm for the Prediction of Alzheimer’s Disease Conversion in Individuals with Mild and Premild Cognitive Impairment

Predicting conversion from MCI to AD using resting-state fMRI, graph theoretical approach and SVM

(2017) Seyed Hani Hojjati et al.   JOURNAL OF NEUROSCIENCE METHODS

A Nonparametric Approach for Mild Cognitive Impairment to AD Conversion Prediction: Results on Longitudinal Data

(2017) Sidra Minhas et al.   IEEE Journal of Biomedical and Health Informatics

Biomarkers as Predictors for Conversion from Mild Cognitive Impairment to Alzheimer-Type Dementia: Implications for Trial Design

(2017) Ineke A. van Rossum et al.   JOURNAL OF ALZHEIMERS DISEASE

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

(2017) Xiaojing Long et al.   PLoS One

Current Treatment Options for Alzheimer's Disease and Parkinson's Disease Dementia

(2016) Jennifer Y.Y. Szeto et al.   Current Neuropharmacology

Modifiable Predictors of Dementia in Mild Cognitive Impairment: A Systematic Review and Meta-Analysis

(2015) Claudia Cooper et al.   AMERICAN JOURNAL OF PSYCHIATRY

Identification of a small set of plasma signalling proteins using neural network for prediction of Alzheimer’s disease

(2015) Swapna Agarwal et al.   BIOINFORMATICS

The genetic landscape of Alzheimer disease: clinical implications and perspectives

(2015) Caroline Van Cauwenberghe et al.   GENETICS IN MEDICINE

Risk factors for predicting progression from mild cognitive impairment to Alzheimer’s disease: a systematic review and meta-analysis of cohort studies

(2015) Jie-Qiong Li et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

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

(2015) Elaheh Moradi et al.   NEUROIMAGE

Genetic algorithm with logistic regression for prediction of progression to Alzheimer's disease

(2014) Piers Johnson et al.   BMC BIOINFORMATICS

Latent information in fluency lists predicts functional decline in persons at risk for Alzheimer disease

(2014) D.G. Clark et al.   CORTEX

Visual rating and volumetric measurement of medial temporal atrophy in the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort: baseline diagnosis and the prediction of MCI outcome

(2014) Daniel Varon et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

Mild cognitive impairment and progression to dementia: New findings

(2014) J. C. S. Breitner   NEUROLOGY

ApoE4 effects on automated diagnostic classifiers for mild cognitive impairment and Alzheimer's disease

(2014) Liana G. Apostolova et al.   NeuroImage-Clinical

Clinical Utility and Analytical Challenges in Measurement of Cerebrospinal Fluid Amyloid- 1-42 and   Proteins as Alzheimer Disease Biomarkers

(2013) J.-H. Kang et al.   CLINICAL CHEMISTRY

Higher risk of progression to dementia in mild cognitive impairment cases who revert to normal

(2013) R. O. Roberts et al.   NEUROLOGY

Mild cognitive impairment (part 2): biological markers for diagnosis and prediction of dementia in Alzheimer's disease

(2013) Orestes V. Forlenza et al.   REVISTA BRASILEIRA DE PSIQUIATRIA

An investigation of PreMCI: Subtypes and longitudinal outcomes

(2012) David A. Loewenstein et al.   Alzheimers & Dementia

Amyloid imaging as a biomarker for cerebral β-amyloidosis and risk prediction for Alzheimer dementia

(2011) William E. Klunk   NEUROBIOLOGY OF AGING

Multicenter stability of diffusion tensor imaging measures: A European clinical and physical phantom study

(2011) Stefan J. Teipel et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

(2010) Antti Airola et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Diagnosis and staging of mild cognitive impairment, using a modification of the clinical dementia rating scale: the mCDR

(2009) Ranjan Duara et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

Visual Rating System for Assessing Magnetic Resonance Images

(2009) Raksha Urs et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

(2009) Claudia Plant et al.   NEUROIMAGE

Evidence of neurodegeneration in brains of older adults who do not yet fulfill MCI criteria

(2008) L.L. Chao et al.   NEUROBIOLOGY OF AGING

Medial temporal lobe atrophy on MRI scans and the diagnosis of Alzheimer disease

(2008) R. Duara et al.   NEUROLOGY