Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease

An Approach for Classification of Alzheimer’s Disease Using Deep Neural Network and Brain Magnetic Resonance Imaging (MRI)

(2023) Ruhul Amin Hazarika et al.   Electronics

Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging

(2022) Rongtao Jiang et al.   IEEE SIGNAL PROCESSING MAGAZINE

Multimodal deep learning for Alzheimer’s disease dementia assessment

(2022) Shangran Qiu et al.   Nature Communications

A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer’s Disease Using Structural MRI Images

(2022) Mona Ashtari-Majlan et al.   IEEE Journal of Biomedical and Health Informatics

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

(2021) Atif Mehmood et al.   NEUROSCIENCE

Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning

(2021) Xiao Zhou et al.   Alzheimers Research & Therapy

Cognitive Function Assessment and Prediction for Subjective Cognitive Decline and Mild Cognitive Impairment

(2021) Aojie Li et al.   Brain Imaging and Behavior

Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer’s disease in a cross-sectional multi-cohort study

(2021) Walter H. L. Pinaya et al.   Scientific Reports

DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease

(2021) Mengjin Dong et al.   NEUROIMAGE

Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease

(2021) Xingyu Gao et al.   IEEE Journal of Biomedical and Health Informatics

Medial temporal lobe connectivity and its associations with cognition in early Alzheimer’s disease

(2020) David Berron et al.   BRAIN

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

(2020) Shangran Qiu et al.   BRAIN

FastSurfer - A fast and accurate deep learning based neuroimaging pipeline

(2020) Leonie Henschel et al.   NEUROIMAGE

A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease

(2019) Simeon Spasov et al.   NEUROIMAGE

Subregional volumes of the hippocampus in relation to cognitive function and risk of dementia

(2018) Tavia E. Evans et al.   NEUROIMAGE

Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large-scale multi-sample study

(2018) Walter H. L. Pinaya et al.   HUMAN BRAIN MAPPING

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

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis

(2017) Xiaofeng Zhu et al.   MEDICAL IMAGE ANALYSIS

Comparison of regional gray matter volume abnormalities in Alzheimer׳s disease and late life depression with hippocampal atrophy using VSRAD analysis: A voxel-based morphometry study

(2015) Kengo Shimoda et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Sensitivity of Different MRI-Techniques to Assess Gray Matter Atrophy Patterns in Alzheimer’s Disease is Region-Specific

(2013) L. Clerx et al.   Current Alzheimer Research

Resting-state functional connectivity in normal brain aging

(2013) Luiz Kobuti Ferreira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING