Early-Stage Alzheimer’s Disease Categorization Using PET Neuroimaging Modality and Convolutional Neural Networks in the 2D and 3D Domains

Alzheimer’s Disease Diagnostics Using miRNA Biomarkers and Machine Learning

(2022) Amy Xu et al.   JOURNAL OF ALZHEIMERS DISEASE

On Improved 3D-CNN-Based Binary and Multiclass Classification of Alzheimer’s Disease Using Neuroimaging Modalities and Data Augmentation Methods

(2022) Ahsan Bin Tufail et al.   Journal of Healthcare Engineering

Automated Detection of Alzheimer’s via Hybrid Classical Quantum Neural Networks

(2022) Tayyaba Shahwar et al.   Electronics

Modular machine learning for Alzheimer's disease classification from retinal vasculature

(2021) Jianqiao Tian et al.   Scientific Reports

Deep Learning-Based Classification and Voxel-Based Visualization of Frontotemporal Dementia and Alzheimer’s Disease

(2021) Jingjing Hu et al.   Frontiers in Neuroscience

Enhancing of dataset using DeepDream, fuzzy color image enhancement and hypercolumn techniques to detection of the Alzheimer's disease stages by deep learning model

(2021) Mesut Toğaçar et al.   NEURAL COMPUTING & APPLICATIONS

A CNN based framework for classification of Alzheimer’s disease

(2021) Yousry AbdulAzeem et al.   NEURAL COMPUTING & APPLICATIONS

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

(2021) Janani Venugopalan et al.   Scientific Reports

A Correlation Analysis between SNPs and ROIs of Alzheimer’s Disease Based on Deep Learning

(2021) Juan Zhou et al.   Biomed Research International

Alzheimer's disease detection using depthwise separable convolutional neural networks

(2021) Junxiu Liu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification

(2021) Jie Zhang et al.   MAGNETIC RESONANCE IMAGING

Depression recognition based on the reconstruction of phase space of EEG signals and geometrical features

(2021) Hesam Akbari et al.   APPLIED ACOUSTICS

Differential Role for Hippocampal Subfields in Alzheimer’s Disease Progression Revealed with Deep Learning

(2021) Kichang Kwak et al.   CEREBRAL CORTEX

3D convolutional neural networks based automatic modulation classification in the presence of channel noise

(2021) Rahim Khan et al.   IET Communications

Deep learning‐based model for diagnosing Alzheimer's disease and tauopathies

(2021) Shunsuke Koga et al.   NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY

Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease

(2021) Yuanyuan Chen et al.   PATTERN RECOGNITION

Efficient Algorithms for E-Healthcare to Solve Multiobject Fuse Detection Problem

(2021) Ijaz Ahmad et al.   Journal of Healthcare Engineering

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

An experimental analysis of different Deep Learning based Models for Alzheimer’s Disease classification using Brain Magnetic Resonance Images

(2021) Ruhul Amin Hazarika et al.   Journal of King Saud University-Computer and Information Sciences

Deep Learning in Cancer Diagnosis and Prognosis Prediction: A Minireview on Challenges, Recent Trends, and Future Directions

(2021) Ahsan Bin Tufail et al.   Computational and Mathematical Methods in Medicine

A deep learning framework with an embedded-based feature selection approach for the early detection of the Alzheimer's disease

(2021) Nivedhitha Mahendran et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Predicting clinical scores for Alzheimer’s disease based on joint and deep learning

(2021) Baiying Lei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Recognition of Ziziphus lotus through Aerial Imaging and Deep Transfer Learning Approach

(2021) Ahsan Bin Tufail et al.   Mobile Information Systems

A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer’s Disease Using Machine Learning Methods

(2021) Zhen Pang et al.   MOBILE NETWORKS & APPLICATIONS

Diagnosis of Diabetic Retinopathy through Retinal Fundus Images and 3D Convolutional Neural Networks with Limited Number of Samples

(2021) Ahsan Bin Tufail et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Classification of Initial Stages of Alzheimer’s Disease through Pet Neuroimaging Modality and Deep Learning: Quantifying the Impact of Image Filtering Approaches

(2021) Ahsan Bin Tufail et al.   Mathematics

3D convolutional neural networks-based multiclass classification of Alzheimer’s and Parkinson’s diseases using PET and SPECT neuroimaging modalities

(2021) Ahsan Bin Tufail et al.   Brain Informatics

An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI

(2021) Xin Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Identification and role of opinion leaders in information diffusion for online discussion network

(2020) Ateeq Ur Rehman et al.   Journal of Ambient Intelligence and Humanized Computing

Author Correction: Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning

(2020) Kanghan Oh et al.   Scientific Reports

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

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

(2020) R.R. Janghel et al.   IRBM

Binary Classification of Alzheimer’s Disease Using sMRI Imaging Modality and Deep Learning

(2020) Ahsan Bin Tufail et al.   JOURNAL OF DIGITAL IMAGING

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

Detection of mild cognitive impairment and Alzheimer’s disease using dual-task gait assessments and machine learning

(2020) Behnaz Ghoraani et al.   Biomedical Signal Processing and Control

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

Classification of Alzheimer’s Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images

(2018) Manhua Liu et al.   Frontiers in Neuroinformatics

Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data

(2018) Jorge Samper-González et al.   NEUROIMAGE

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex

(2015) Olfa Ben Ahmed et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The Alzheimer's Disease Neuroimaging Initiative: Progress report and future plans

(2010) Michael W. Weiner et al.   Alzheimers & Dementia