Deep Learning-Based Ensembling Technique to Classify Alzheimer’s Disease Stages Using Functional MRI

Alzheimer disease stages identification based on correlation transfer function system using resting-state functional magnetic resonance imaging

(2022) Doaa Mousa et al.   PLoS One

Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network

(2021) Modupe Odusami et al.   Diagnostics

Alzheimer’s disease classification using pre-trained deep networks

(2021) Jayanthi Venkatraman Shanmugam et al.   Biomedical Signal Processing and Control

Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method

(2021) Andrea Loddo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Brain Injury and Dementia in Pakistan: Current Perspectives

(2020) Maheen M. Adamson et al.   Frontiers in Neurology

Deep Convolution Neural Network Based System for Early Diagnosis of Alzheimer's Disease

(2020) R.R. Janghel et al.   IRBM

3D-Deep Learning Based Automatic Diagnosis of Alzheimer’s Disease with Joint MMSE Prediction Using Resting-State fMRI

(2019) Nguyen Thanh Duc et al.   NEUROINFORMATICS

A novel joint HCPMMP method for automatically classifying Alzheimer’s and different stage MCI patients

(2019) Jinhua Sheng et al.   BEHAVIOURAL BRAIN RESEARCH

Publication Trends for Alzheimer's Disease Worldwide and in China: A 30-Year Bibliometric Analysis

(2019) Rui Dong et al.   Frontiers in Human Neuroscience

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

Ensemble of deep convolutional neural networks based multi-modality images for Alzheimer's disease diagnosis

(2019) Xusheng Fang et al.   IET Image Processing

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

From basic brain research to treating human brain disorders

(2019) Elizabeth A. Buffalo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Analysis of Alzheimer’s Disease Based on the Random Neural Network Cluster in fMRI

(2018) Xia-an Bi et al.   Frontiers in Neuroinformatics

Weighted Random Support Vector Machine Clusters Analysis of Resting-State fMRI in Mild Cognitive Impairment

(2018) Xia-an Bi et al.   Frontiers in Psychiatry

Ensemble of 3D densely connected convolutional network for diagnosis of mild cognitive impairment and Alzheimer’s disease

(2018) Hongfei Wang et al.   NEUROCOMPUTING

Prospective motion correction in functional MRI

(2017) Maxim Zaitsev et al.   NEUROIMAGE

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

(2017) Lauge Sørensen et al.   NeuroImage-Clinical