A clinically-translatable machine learning algorithm for the prediction of Alzheimer’s disease conversion: further evidence of its accuracy via a transfer learning approach

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

(2018) Massimiliano Grassi et al.   JOURNAL OF ALZHEIMERS DISEASE

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

Identifying incipient dementia individuals using machine learning and amyloid imaging

(2017) Sulantha Mathotaarachchi et al.   NEUROBIOLOGY OF AGING

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

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

(2017) Xiaojing Long et al.   PLoS One

Application of Machine Learning to Arterial Spin Labeling in Mild Cognitive Impairment and Alzheimer Disease

(2016) Lyduine E. Collij et al.   RADIOLOGY

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

(2015) Swapna Agarwal et al.   BIOINFORMATICS

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

(2015) Elaheh Moradi et al.   NEUROIMAGE

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

(2014) D.G. Clark et al.   CORTEX

Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's Disease

(2014) Alessandra Retico et al.   JOURNAL OF NEUROIMAGING

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

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

Semi-Supervised Multimodal Relevance Vector Regression Improves Cognitive Performance Estimation from Imaging and Biological Biomarkers

(2013) Bo Cheng et al.   NEUROINFORMATICS

Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

(2013) Jonathan Young et al.   NeuroImage-Clinical

Regional Magnetic Resonance Imaging Measures for Multivariate Analysis in Alzheimer’s Disease and Mild Cognitive Impairment

(2012) Eric Westman et al.   BRAIN TOPOGRAPHY

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

(2010) Chris Hinrichs et al.   NEUROIMAGE

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

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

(2008) R. Duara et al.   NEUROLOGY