3D-Deep Learning Based Automatic Diagnosis of Alzheimer’s Disease with Joint MMSE Prediction Using Resting-State fMRI

Evaluation of Functional Decline in Alzheimer’s Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements

(2019) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Aging Neuroscience

Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns

(2019) Duc Thanh Nguyen et al.   PLoS One

Microstate functional connectivity in EEG cognitive tasks revealed by a multivariate Gaussian hidden Markov model with phase locking value

(2019) Nguyen Thanh Duc et al.   Journal of Neural Engineering

Amyloid and tau signatures of brain metabolic decline in preclinical Alzheimer’s disease

(2018) Tharick A. Pascoal et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Multi-modal, Multi-measure, and Multi-class Discrimination of ADHD with Hierarchical Feature Extraction and Extreme Learning Machine Using Structural and Functional Brain MRI

(2017) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Human Neuroscience

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

(2017) Xiaofeng Zhu et al.   MEDICAL IMAGE ANALYSIS

Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine

(2017) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Neuroinformatics

State-space model with deep learning for functional dynamics estimation in resting-state fMRI

(2016) Heung-Il Suk et al.   NEUROIMAGE

Aberrant neural networks for the recognition memory of socially relevant information in patients with schizophrenia

(2016) Jooyoung Oh et al.   Brain and Behavior

Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study

(2016) Muhammad Naveed Iqbal Qureshi et al.   PLoS One

[18F]Florbetaben: A Review in β-Amyloid PET Imaging in Cognitive Impairment

(2015) Yahiya Y. Syed et al.   CNS DRUGS

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

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

Feature selection and analysis on correlated gas sensor data with recursive feature elimination

(2015) Ke Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects

(2014) Barnaly Rashid et al.   Frontiers in Human Neuroscience

Multivariate lesion-symptom mapping using support vector regression

(2014) Yongsheng Zhang et al.   HUMAN BRAIN MAPPING

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

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

The effect of scan length on the reliability of resting-state fMRI connectivity estimates

(2013) Rasmus M. Birn et al.   NEUROIMAGE

Multivoxel Pattern Analysis for fMRI Data: A Review

(2012) Abdelhak Mahmoudi et al.   Computational and Mathematical Methods in Medicine

Loss of Intranetwork and Internetwork Resting State Functional Connections with Alzheimer's Disease Progression

(2012) M. R. Brier et al.   JOURNAL OF NEUROSCIENCE

Default network is not hypoactive in dementia with fluctuating cognition: an Alzheimer disease/dementia with Lewy bodies comparison

(2012) Raffaella Franciotti et al.   NEUROBIOLOGY OF AGING

Cerebral amyloid-β PET with florbetaben (18F) in patients with Alzheimer's disease and healthy controls: a multicentre phase 2 diagnostic study

(2011) Henryk Barthel et al.   LANCET NEUROLOGY

Aberrant default mode network in subjects with amnestic mild cognitive impairment using resting-state functional MRI

(2011) Mingwu Jin et al.   MAGNETIC RESONANCE IMAGING

A generalized regression model for region of interest analysis of fMRI data

(2011) Xiao-Feng Wang et al.   NEUROIMAGE

Cortico-striatal disconnection within the cingulo-opercular network in schizophrenia revealed by intrinsic functional connectivity analysis: A resting fMRI study

(2011) Pei-Chi Tu 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

Combined Evaluation of FDG-PET and MRI Improves Detection and Differentiation of Dementia

(2011) Juergen Dukart et al.   PLoS One

The clinical use of structural MRI in Alzheimer disease

(2010) Giovanni B. Frisoni et al.   Nature Reviews Neurology

Diagnostic power of default mode network resting state fMRI in the detection of Alzheimer's disease

(2010) Walter Koch et al.   NEUROBIOLOGY OF AGING

Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients

(2010) Michal Assaf et al.   NEUROIMAGE

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

(2010) Cynthia M. Stonnington et al.   NEUROIMAGE

High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables

(2010) Ying Wang et al.   NEUROIMAGE

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Anticipatory and Stimulus-Evoked Blood Oxygenation Level-Dependent Modulations Related to Spatial Attention Reflect a Common Additive Signal

(2009) C. M. Sylvester et al.   JOURNAL OF NEUROSCIENCE

Ageing populations: the challenges ahead

(2009) Kaare Christensen et al.   LANCET

Relating one-year cognitive change in mild cognitive impairment to baseline MRI features

(2009) Simon Duchesne et al.   NEUROIMAGE

Group comparison of resting-state FMRI data using multi-subject ICA and dual regression

(2009) CF Beckmann et al.   NEUROIMAGE

Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease

(2009) S. Hoops et al.   NEUROLOGY

Development of Large-Scale Functional Brain Networks in Children

(2009) Kaustubh Supekar et al.   PLOS BIOLOGY

Brain structural and functional abnormalities in mood disorders: implications for neurocircuitry models of depression

(2008) Wayne C. Drevets et al.   Brain Structure & Function

Network Analysis of Intrinsic Functional Brain Connectivity in Alzheimer's Disease

(2008) Kaustubh Supekar et al.   PLoS Computational Biology