Deep feature extraction method based on ensemble of convolutional auto encoders: Application to Alzheimer’s disease diagnosis

Multi-Modality Sparse Representation for Alzheimer’s Disease Classification

(2018) Kichang Kwak et al.   JOURNAL OF ALZHEIMERS DISEASE

Deep learning reveals Alzheimer's disease onset in MCI subjects: Results from an international challenge

(2018) Nicola Amoroso et al.   JOURNAL OF NEUROSCIENCE METHODS

Action-perception cycle learning for incremental emotion recognition in a movie clip using 3D fuzzy GIST based on visual and EEG signals

(2018) Giyoung Lee et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Prediction of Mild Cognitive Impairment Conversion Using a Combination of Independent Component Analysis and the Cox Model

(2017) Ke Liu et al.   Frontiers in Human Neuroscience

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis

(2017) Xiaofeng Zhu et al.   MEDICAL IMAGE ANALYSIS

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

(2017) Saima Rathore et al.   NEUROIMAGE

Boosting diagnosis accuracy of Alzheimer's disease using high dimensional recognition of longitudinal brain atrophy patterns

(2015) Ali Farzan et al.   BEHAVIOURAL BRAIN RESEARCH

View-centralized multi-atlas classification for Alzheimer's disease diagnosis

(2015) Mingxia Liu et al.   HUMAN BRAIN MAPPING

Domain Transfer Learning for MCI Conversion Prediction

(2015) Bo Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Resting-State Whole-Brain Functional Connectivity Networks for MCI Classification Using L2-Regularized Logistic Regression

(2015) Xiaowei Zhang et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Multifractal Analysis and Relevance Vector Machine-Based Automatic Seizure Detection in Intracranial EEG

(2015) Yanli Zhang et al.   International Journal of Neural Systems

Distributed One-Class Support Vector Machine

(2015) Enrique Castillo et al.   International Journal of Neural Systems

Acoustic Space Learning for Sound-Source Separation and Localization on Binaural Manifolds

(2015) Antoine Deleforge et al.   International Journal of Neural Systems

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

(2014) Piers Johnson et al.   BMC BIOINFORMATICS

Multi-atlas based representations for Alzheimer's disease diagnosis

(2014) Rui Min et al.   HUMAN BRAIN MAPPING

STRUCTURALLY ENHANCED INCREMENTAL NEURAL LEARNING FOR IMAGE CLASSIFICATION WITH SUBGRAPH EXTRACTION

(2014) YU-BIN YANG et al.   International Journal of Neural Systems

Multiple instance learning for classification of dementia in brain MRI

(2014) Tong Tong et al.   MEDICAL IMAGE ANALYSIS

Knowledge-Guided Robust MRI Brain Extraction for Diverse Large-Scale Neuroimaging Studies on Humans and Non-Human Primates

(2014) Yaping Wang et al.   PLoS One

Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

(2013) Manhua Liu et al.   HUMAN BRAIN MAPPING

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

(2013) Stanisław Adaszewski et al.   NEUROBIOLOGY OF AGING

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

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

(2013) Jonathan Young et al.   NeuroImage-Clinical

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Classification of Structural MRI Images in Alzheimer's Disease from the Perspective of Ill-Posed Problems

(2012) Ramon Casanova et al.   PLoS One

Identification of a blood-based biomarker panel for classification of Alzheimer's disease

(2011) Christoph Laske et al.   INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY

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

(2011) Juha Koikkalainen et al.   NEUROIMAGE

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

A non-local fuzzy segmentation method: Application to brain MRI

(2010) Benoît Caldairou et al.   PATTERN RECOGNITION

Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation

(2009) J.H. Morra et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls

(2006) Jason P. Lerch et al.   NEUROBIOLOGY OF AGING