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

Working Memory Training in Amnestic and Non-amnestic Patients With Mild Cognitive Impairment: Preliminary Findings From Genotype Variants on Training Effects

(2021) Susanne S. Hernes et al.   Frontiers in Aging Neuroscience

Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review

(2021) Buhari Ibrahim et al.   HUMAN BRAIN MAPPING

The Effects of CSF Neurogranin and APOE ε4 on Cognition and Neuropathology in Mild Cognitive Impairment and Alzheimer’s Disease

(2021) Yulan Fan et al.   Frontiers in Aging Neuroscience

Dual Attention Multi-Instance Deep Learning for Alzheimer’s Disease Diagnosis With Structural MRI

(2021) Wenyong Zhu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Artificial intelligence–enabled rapid diagnosis of patients with COVID-19

(2020) Xueyan Mei et al.   NATURE MEDICINE

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype

(2020) Yubraj Gupta et al.   Frontiers in Aging Neuroscience

Vision loss and 12-year risk of dementia in older adults: the 3C cohort study

(2019) Virginie Naël et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Classification of Early and Late Mild Cognitive Impairment Using Functional Brain Network of Resting-State fMRI

(2019) Tingting Zhang et al.   Frontiers in Psychiatry

Hypersynchronization in mild cognitive impairment: the ‘X’ model

(2019) Sandra Pusil et al.   BRAIN

Brain Connectivity Based Prediction of Alzheimer’s Disease in Patients With Mild Cognitive Impairment Based on Multi-Modal Images

(2019) Weihao Zheng et al.   Frontiers in Human Neuroscience

OUP accepted manuscript

(2018)   BRAIN

Predicting conversion from MCI to AD by integrating rs-fMRI and structural MRI

(2018) Seyed Hani Hojjati et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Altered Functional Connectivity of Alpha Rhythm in Obsessive-Compulsive Disorder During Rest

(2018) Bo Tan et al.   CLINICAL EEG AND NEUROSCIENCE

Abnormal topological organization of structural covariance networks in amyotrophic lateral sclerosis

(2018) Yuanchao Zhang et al.   NeuroImage-Clinical

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

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity

(2017) Rastko Ciric et al.   NEUROIMAGE

Group-Level Progressive Alterations in Brain Connectivity Patterns Revealed by Diffusion-Tensor Brain Networks across Severity Stages in Alzheimer’s Disease

(2017) Javier Rasero et al.   Frontiers in Aging Neuroscience

Predictive Model of Spread of Progressive Supranuclear Palsy Using Directional Network Diffusion

(2017) Sneha Pandya et al.   Frontiers in Neurology

Prediction of Incipient Alzheimer’s Disease Dementia in Patients with Mild Cognitive Impairment

(2016) Babak A. Ardekani et al.   JOURNAL OF ALZHEIMERS DISEASE

Multi-scale features extraction from baseline structure MRI for MCI patient classification and AD early diagnosis

(2016) Kun Hu et al.   NEUROCOMPUTING

Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using MRI and Structural Network Features

(2016) Rizhen Wei et al.   Frontiers in Aging Neuroscience

Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis

(2015) Heung-Il Suk et al.   Brain Structure & Function

Identifying patients with Alzheimer’s disease using resting-state fMRI and graph theory

(2015) Ali Khazaee et al.   CLINICAL NEUROPHYSIOLOGY

Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits

(2015) Jouni Pohjalainen et al.   COMPUTER SPEECH AND LANGUAGE

Anterior and posterior MTL networks in aging and MCI

(2015) Sandhitsu R. Das et al.   NEUROBIOLOGY OF AGING

Thickness network features for prognostic applications in dementia

(2015) Pradeep Reddy Raamana et al.   NEUROBIOLOGY OF AGING

Minimal neighborhood redundancy maximal relevance: Application to the diagnosis of Alzheimer׳s disease

(2015) Pedro M. Morgado et al.   NEUROCOMPUTING

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

Intrinsic Patterns of Coupling between Correlation and Amplitude of Low-Frequency fMRI Fluctuations Are Disrupted in Degenerative Dementia Mainly due to Functional Disconnection

(2015) Daniele Mascali et al.   PLoS One

A Relationship between the Transient Structure in the Monomeric State and the Aggregation Propensities of α-Synuclein and β-Synuclein

(2014) Jane R. Allison et al.   BIOCHEMISTRY

Subclass-based multi-task learning for Alzheimer's disease diagnosis

(2014) Heung-II Suk et al.   Frontiers in Aging Neuroscience

Differentially disrupted functional connectivity of the subregions of the inferior parietal lobule in Alzheimer’s disease

(2013) Zhiqun Wang et al.   Brain Structure & Function

Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification

(2013) Chong-Yaw Wee et al.   Brain Structure & Function

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

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

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification

(2013) Biao Jie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Analysis of sampling techniques for imbalanced data: An n=648 ADNI study

(2013) Rashmi Dubey et al.   NEUROIMAGE

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

(2013) Feng Liu et al.   NEUROIMAGE

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

Depressive Symptoms in Mild Cognitive Impairment Predict Greater Atrophy in Alzheimer's Disease-Related Regions

(2012) Grace J. Lee et al.   BIOLOGICAL PSYCHIATRY

Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data

(2012) Jieping Ye et al.   BMC Neurology

Neurodegenerative networking

(2012) Darran Yates   NATURE REVIEWS NEUROSCIENCE

Prediction of Alzheimer's disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning

(2012) Simon F. Eskildsen et al.   NEUROIMAGE

Resting-State Multi-Spectrum Functional Connectivity Networks for Identification of MCI Patients

(2012) Chong-Yaw Wee et al.   PLoS One

Altered topological patterns of brain networks in mild cognitive impairment and Alzheimer's disease: A resting-state fMRI study

(2012) Zhenyu Liu et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Random KNN feature selection - a fast and stable alternative to Random Forests

(2011) Shengqiao Li et al.   BMC BIOINFORMATICS

Neuroanatomic changes and their association with cognitive decline in mild cognitive impairment: a meta-analysis

(2011) Thomas Nickl-Jockschat et al.   Brain Structure & Function

Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features

(2011) Yang Li et al.   NEUROBIOLOGY OF AGING

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

(2011) Carlton Chu et al.   NEUROIMAGE

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing

(2011) Xiao-Wei Song et al.   PLoS One

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

(2011) Robin Wolz et al.   PLoS One

Clinical core of the Alzheimer's disease neuroimaging initiative: Progress and plans

(2010) Paul S. Aisen et al.   Alzheimers & Dementia

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Loss of ‘Small-World’ Networks in Alzheimer's Disease: Graph Analysis of fMRI Resting-State Functional Connectivity

(2010) Ernesto J. Sanz-Arigita et al.   PLoS One

The oscillating brain: Complex and reliable

(2009) Xi-Nian Zuo et al.   NEUROIMAGE

Neuronal Networks in Alzheimer's Disease

(2009) Yong He et al.   NEUROSCIENTIST

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

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

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

(2007) Yong Fan et al.   NEUROIMAGE