Data fusion based on Searchlight analysis for the prediction of Alzheimer’s disease

Slice-selective learning for Alzheimer’s disease classification using a generative adversarial network: a feasibility study of external validation

(2020) Han Woong Kim et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Normative brain volume reports may improve differential diagnosis of dementing neurodegenerative diseases in clinical practice

(2020) Dennis M. Hedderich et al.   EUROPEAN RADIOLOGY

A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease

(2020) Gerard Martí-Juan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Evaluation and Prediction of Early Alzheimer’s Disease Using a Machine Learning-based Optimized Combination-Feature Set on Gray Matter Volume and Quantitative Susceptibility Mapping

(2020) Hyug-Gi Kim et al.   Current Alzheimer Research

Associations between tau, Aβ, and cortical thickness with cognition in Alzheimer disease

(2019) Rik Ossenkoppele et al.   NEUROLOGY

A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual

(2019) Magda Bucholc et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gray Matter Age Prediction as a Biomarker for Risk of Dementia

(2019) Johnny Wang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Early diagnosis of Alzheimer’s disease using combined features from voxel-based morphometry and cortical, subcortical, and hippocampus regions of MRI T1 brain images

(2019) Yubraj Gupta et al.   PLoS One

Biological applications of near infrared fluorescence dye probes in monitoring Alzheimer’s disease

(2019) Yusif Issahak Gyasi et al.   EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY

Function and Dysfunction of Adult Hippocampal Neurogenesis in Regeneration and Disease

(2018) Lei Peng et al.   AMERICAN JOURNAL OF PATHOLOGY

Alzheimer’s disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm

(2018) Nicola Amoroso et al.   Biomedical Engineering Online

Influence of activation pattern estimates and statistical significance tests in fMRI decoding analysis

(2018) Juan E. Arco et al.   JOURNAL OF NEUROSCIENCE METHODS

Subregional volumes of the hippocampus in relation to cognitive function and risk of dementia

(2018) Tavia E. Evans et al.   NEUROIMAGE

Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models

(2018) Jessica Schrouff et al.   NEUROINFORMATICS

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease

(2018) Diego Castillo-Barnes et al.   Frontiers in Neuroinformatics

Cross-validation failure: Small sample sizes lead to large error bars

(2017) Gaël Varoquaux   NEUROIMAGE

Encoding, preparation and implementation of novel complex verbal instructions

(2017) Carlos González-García et al.   NEUROIMAGE

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

(2017) Xiaojing Long et al.   PLoS One

Correlations between Gray Matter and White Matter Degeneration in Pure Alzheimer’s Disease, Pure Subcortical Vascular Dementia, and Mixed Dementia

(2017) Hyemin Jang et al.   Scientific Reports

Combining Feature Extraction Methods to Assist the Diagnosis of Alzheimer's Disease

(2016) F. Segovia et al.   Current Alzheimer Research

The effect of increased genetic risk for Alzheimer's disease on hippocampal and amygdala volume

(2016) Michelle K. Lupton et al.   NEUROBIOLOGY OF AGING

Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates

(2016) Anders Eklund et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predicting Progression from Mild Cognitive Impairment to Alzheimer's Dementia Using Clinical, MRI, and Plasma Biomarkers via Probabilistic Pattern Classification

(2016) Igor O. Korolev et al.   PLoS One

Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages

(2015) Carlos Cabral et al.   COMPUTERS IN BIOLOGY AND MEDICINE

White matter microstructural changes in pure Alzheimer's disease and subcortical vascular dementia

(2015) Y. J. Kim et al.   EUROPEAN JOURNAL OF NEUROLOGY

Exploring multifractal-based features for mild Alzheimer's disease classification

(2015) Huangjing Ni et al.   MAGNETIC RESONANCE IN MEDICINE

Combining PET Images and Neuropsychological Test Data for Automatic Diagnosis of Alzheimer's Disease

(2014) Fermín Segovia et al.   PLoS One

Overfitting in prediction models – Is it a problem only in high dimensions?

(2013) Jyothi Subramanian et al.   Contemporary Clinical Trials

Computer Aided Diagnosis tool for Alzheimer’s Disease based on Mann–Whitney–Wilcoxon U-Test

(2012) F.J. Martínez-Murcia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identification of common variants associated with human hippocampal and intracranial volumes

(2012) Jason L Stein et al.   NATURE GENETICS

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Volumetric and visual rating of magnetic resonance imaging scans in the diagnosis of amnestic mild cognitive impairment and Alzheimer’s disease

(2011) Qian Shen et al.   Alzheimers & Dementia

Automatic segmentation of amyloid plaques in MR images using unsupervised support vector machines

(2011) Gheorghe Iordanescu et al.   MAGNETIC RESONANCE IN MEDICINE

Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity

(2011) Marc N. Coutanche et al.   NEUROIMAGE

Generative Embedding for Model-Based Classification of fMRI Data

(2011) Kay H. Brodersen et al.   PLoS Computational Biology

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

(2010) M. López et al.   NEUROCOMPUTING

Comparison of multivariate classifiers and response normalizations for pattern-information fMRI

(2010) Masaya Misaki et al.   NEUROIMAGE

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

(2010) Chris Hinrichs et al.   NEUROIMAGE

Small baseline volume of left hippocampus is associated with subsequent conversion of MCI into dementia: The Göteborg MCI study

(2008) C. Eckerström et al.   JOURNAL OF THE NEUROLOGICAL SCIENCES

Unconscious determinants of free decisions in the human brain

(2008) Chun Siong Soon et al.   NATURE NEUROSCIENCE