Visual-Saliency-Based Abnormality Detection for MRI Brain Images—Alzheimer’s Disease Analysis

Identification of Alzheimer's Disease Based on Wavelet Transformation Energy Feature of the Structural MRI Image and NN Classifier

(2020) Jinwang Feng et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Multiple-kernel learning for genomic data mining and prediction

(2019) Christopher M. Wilson et al.   BMC BIOINFORMATICS

Identification of the Early Stage of Alzheimer's Disease Using Structural MRI and Resting-State fMRI

(2019) Seyed Hani Hojjati et al.   Frontiers in Neurology

Characterization of brain anatomical patterns by comparing region intensity distributions: Applications to the description of Alzheimer's disease

(2018) Diana L. Giraldo et al.   Brain and Behavior

Structural and functional brain scans from the cross-sectional Southwest University adult lifespan dataset

(2018) Dongtao Wei et al.   Scientific Data

Alzheimer's Disease Detection Using Extreme Learning Machine, Complex Dual Tree Wavelet Principal Coefficients and Linear Discriminant Analysis

(2018) Debesh Jha et al.   Journal of Medical Imaging and Health Informatics

Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks

(2018) Silvia Basaia et al.   NeuroImage-Clinical

A hybrid feature extraction approach for brain MRI classification based on Bag-of-words

(2018) Wadhah Ayadi et al.   Biomedical Signal Processing and Control

Multivariate Approach for Alzheimer’s Disease Detection Using Stationary Wavelet Entropy and Predator-Prey Particle Swarm Optimization

(2017) Yudong Zhang et al.   JOURNAL OF ALZHEIMERS DISEASE

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

Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error

(2016) Iman Beheshti et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states

(2016) Vince D. Calhoun et al.   IEEE SIGNAL PROCESSING MAGAZINE

Selected Saliency Based Analysis for the Diagnosis of Alzheimer's Disease Using Structural Magnetic Resonance Image

(2016) R. Sandanalakshmi et al.   Journal of Medical Imaging and Health Informatics

Optimizing Multiple Kernel Learning for the Classification of UAV Data

(2016) Caroline Gevaert et al.   Remote Sensing

Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment

(2015) Lele Xu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Brain PET in the Diagnosis of Alzheimer’s Disease

(2014) Charles Marcus et al.   CLINICAL NUCLEAR MEDICINE

Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases

(2014) Andrea Rueda et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis

(2014) Xiaofeng Zhu et al.   NEUROIMAGE

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI

(2011) Darya Chyzhyk et al.   NEUROCOMPUTING

The diagnosis of young-onset dementia

(2010) Martin N Rossor et al.   LANCET NEUROLOGY

Cerebrospinal fluid and plasma biomarkers in Alzheimer disease

(2010) Kaj Blennow et al.   Nature Reviews Neurology

Feature-based morphometry: Discovering group-related anatomical patterns

(2009) Matthew Toews et al.   NEUROIMAGE