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

A Transfer Learning Approach for Early Diagnosis of Alzheimer’s Disease on MRI Images

(2021) Atif Mehmood et al.   NEUROSCIENCE

Multimodal deep learning models for early detection of Alzheimer’s disease stage

(2021) Janani Venugopalan et al.   Scientific Reports

Diagnosis of Alzheimer’s Disease Severity with fMRI Images Using Robust Multitask Feature Extraction Method and Convolutional Neural Network (CNN)

(2021) Morteza Amini et al.   Computational and Mathematical Methods in Medicine

Eye-tracking indices of impaired encoding of visual short-term memory in familial Alzheimer’s disease

(2021) Ivanna M. Pavisic et al.   Scientific Reports

A Reversible Watermarking System for Medical Color Images: Balancing Capacity, Imperceptibility, and Robustness

(2021) Xiaoyi Zhou et al.   Electronics

Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning

(2021) Vinayakumar Ravi et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

Detecting Alzheimer's disease Based on 4D fMRI: An exploration under deep learning framework

(2020) Wei Li et al.   NEUROCOMPUTING

Distress in neurocognitive disorders due to Alzheimer's disease and stroke

(2020) Camelia Dindelegan et al.   Experimental and Therapeutic Medicine

Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning

(2020) Dan Pan et al.   Frontiers in Neuroscience

Identifying subtypes of mild cognitive impairment from healthy aging based on multiple cortical features combined with volumetric measurements of the hippocampal subfields

(2020) Shengwen Guo et al.   Quantitative Imaging in Medicine and Surgery

Robust hybrid deep learning models for Alzheimer’s progression detection

(2020) Tamer Abuhmed et al.   KNOWLEDGE-BASED SYSTEMS

Convolutional neural network based Alzheimer’s disease classification from magnetic resonance brain images

(2019) Rachna Jain et al.   Cognitive Systems Research

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

Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease

(2019) Katerina D. Tzimourta et al.   COMPUTERS & ELECTRICAL ENGINEERING

Alzheimer detection using Group Grey Wolf Optimization based features with convolutional classifier

(2019) Shankar K et al.   COMPUTERS & ELECTRICAL ENGINEERING

Multi-modal deep learning model for auxiliary diagnosis of Alzheimer’s disease

(2019) Fan Zhang et al.   NEUROCOMPUTING

Machine Learning-Based Framework for Differential Diagnosis Between Vascular Dementia and Alzheimer's Disease Using Structural MRI Features

(2019) Yineng Zheng et al.   Frontiers in Neurology

A Deep Learning approach for Diagnosis of Mild Cognitive Impairment Based on MRI Images

(2019) Gorji et al.   Brain Sciences

Analysis of brain sub regions using optimization techniques and deep learning method in Alzheimer disease

(2019) D. Chitradevi et al.   APPLIED SOFT COMPUTING

A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks

(2019) Farheen Ramzan et al.   JOURNAL OF MEDICAL SYSTEMS

On the analysis of speech and disfluencies for automatic detection of Mild Cognitive Impairment

(2018) K. López-de-Ipiña et al.   NEURAL COMPUTING & APPLICATIONS

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images

(2018) Donghuan Lu et al.   Scientific Reports

Smart home-based prediction of multi-domain symptoms related to Alzheimer's Disease

(2018) Ane Alberdi Aramendi et al.   IEEE Journal of Biomedical and Health Informatics

Structural and Functional Brain Mapping Correlates of Impaired Eye Movement Control in Parkinsonian Syndromes: A Systems-Based Concept

(2018) Martin Gorges et al.   Frontiers in Neurology

Magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment

(2018) Avinash Chandra et al.   JOURNAL OF NEUROLOGY

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 Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain

(2018) Yiming Ding et al.   RADIOLOGY

Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

(2018) Chunfeng Lian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

DTI measurements for Alzheimer’s classification

(2017) Tommaso Maggipinto et al.   PHYSICS IN MEDICINE AND BIOLOGY

Neuroanatomical Correlates of Recognizing Face Expressions in Mild Stages of Alzheimer’s Disease

(2015) Laurie-Anne Sapey-Triomphe et al.   PLoS One