An Intelligent System for Early Recognition of Alzheimer’s Disease Using Neuroimaging

Deep transfer learning for alzheimer neurological disorder detection

(2021) Abida Ashraf et al.   MULTIMEDIA TOOLS AND APPLICATIONS

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

(2021) Atif Mehmood et al.   NEUROSCIENCE

Diagnosing Alzheimer’s Disease based on Multiclass MRI Scans using Transfer Learning Techniques

(2021) Deekshitha Prakash et al.   Current Medical Imaging Reviews

Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset

(2021) Saeeda Naz et al.   MULTIMEDIA SYSTEMS

Deep sequence modelling for Alzheimer's disease detection using MRI

(2021) Amir Ebrahimi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Early detection of cognitive decline in mild cognitive impairment and Alzheimer's disease with a novel eye tracking test

(2021) Koh Tadokoro et al.   JOURNAL OF THE NEUROLOGICAL SCIENCES

Predicting MCI to AD Conversation Using Integrated sMRI and rs-fMRI: Machine Learning and Graph Theory Approach

(2021) Tingting Zhang et al.   Frontiers in Aging Neuroscience

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

Alzheimer’s disease classification using pre-trained deep networks

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

A CAD system for diagnosing Alzheimer's disease using 2D slices and an improved AlexNet-SVM method

(2020) Ashkan Shakarami et al.   OPTIK

Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification

(2020) Shangran Qiu et al.   BRAIN

Automatic assessment of Alzheimer’s disease diagnosis based on deep learning techniques

(2020) Alejandro Puente-Castro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

White-matter changes in early and late stages of mild cognitive impairment

(2020) Banu Femir-Gurtuna et al.   JOURNAL OF CLINICAL NEUROSCIENCE

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

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

A deep feature-based real-time system for Alzheimer disease stage detection

(2020) Hina Nawaz et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Identification of Alzheimer's disease using a convolutional neural network model based on T1-weighted magnetic resonance imaging

(2020) Jong Bin Bae et al.   Scientific Reports

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

(2019) Rachna Jain et al.   Cognitive Systems Research

Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology

(2019) Xiuli Bi et al.   NEUROCOMPUTING

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data

(2019) Hongming Li et al.   Alzheimers & Dementia

Transfer Learning Assisted Classification and Detection of Alzheimer’s Disease Stages Using 3D MRI Scans

(2019) Muazzam Maqsood et al.   SENSORS

Increased Diameters of the Internal Cerebral Veins and the Basal Veins of Rosenthal Are Associated with White Matter Hyperintensity Volume

(2019) A.L. Houck et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

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

Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease

(2018) Donghuan Lu et al.   MEDICAL IMAGE ANALYSIS

Ventricular and Periventricular Anomalies in the Aging and Cognitively Impaired Brain

(2018) Krysti L. Todd et al.   Frontiers in Aging Neuroscience

A new switching-delayed-PSO-based optimized SVM algorithm for diagnosis of Alzheimer’s disease

(2018) Nianyin Zeng et al.   NEUROCOMPUTING

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

(2018) Hongfei Wang et al.   NEUROCOMPUTING

Patterns of Cerebellar Gray Matter Atrophy Across Alzheimer’s Disease Progression

(2018) Sofia Toniolo et al.   Frontiers in Cellular Neuroscience

Disrupted structural and functional brain networks in Alzheimer's disease

(2018) Zhengjia Dai et al.   NEUROBIOLOGY OF AGING

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

Identification of clusters of rapid and slow decliners among subjects at risk for Alzheimer’s disease

(2017) Dragan Gamberger et al.   Scientific Reports

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION