Sparse Multivariate Autoregressive Modeling for Mild Cognitive Impairment Classification

Identification of neural connectivity signatures of autism using machine learning

(2013) Gopikrishna Deshpande et al.   Frontiers in Human Neuroscience

Functional Connectivity and Brain Networks in Schizophrenia

(2013) M.-E. Lynall et al.   JOURNAL OF NEUROSCIENCE

Disordered reward processing and functional connectivity in trichotillomania: A pilot study

(2013) Matthew P. White et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest

(2013) Nora Leonardi et al.   NEUROIMAGE

Progression of Corpus Callosum Atrophy in Early Stage of Alzheimer’s Disease

(2012) Minwei Zhu et al.   ACADEMIC RADIOLOGY

Social problem solving, social cognition, and mild cognitive impairment in Parkinson's disease.

(2012) Rachel J. Anderson et al.   BEHAVIORAL NEUROSCIENCE

Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis

(2012) Ling-Li Zeng et al.   BRAIN

An efficient method for effective connectivity of brain regions

(2012) Fayyaz Ahmad et al.   CONCEPTS IN MAGNETIC RESONANCE PART A

Frequency-based approach to the study of semantic brain networks connectivity

(2012) A.M. Bianchi et al.   JOURNAL OF NEUROSCIENCE METHODS

The future of FMRI connectivity

(2012) Stephen M. Smith   NEUROIMAGE

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity

(2012) Jonas Richiardi et al.   NEUROIMAGE

Altered default-mode network activation in mild cognitive impairment compared with healthy aging

(2012) Frederick De Vogelaere et al.   NEURORADIOLOGY

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

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

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

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

Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns

(2011) W. R. Shirer et al.   CEREBRAL CORTEX

A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis

(2011) Xingfeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Grey matter atrophy in cognitively impaired Parkinson's disease

(2011) Tracy R Melzer et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Functional Connectivity Variations in Mild Cognitive Impairment: Associations with Cognitive Function

(2011) S. Duke Han et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Structural MRI changes detectable up to ten years before clinical Alzheimer's disease

(2011) Manuela Tondelli et al.   NEUROBIOLOGY OF AGING

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang 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

Mild Cognitive Impairment

(2011) Ronald C. Petersen   NEW ENGLAND JOURNAL OF MEDICINE

Altered Connectivity Pattern of Hubs in Default-Mode Network with Alzheimer's Disease: An Granger Causality Modeling Approach

(2011) Xiaoyan Miao et al.   PLoS One

Identification of Time-Varying Systems Using Multi-Wavelet Basis Functions

(2010) Yang Li et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Reduced Laterality as a Trait Marker ofSchizophrenia--Evidence from Structural and Functional Neuroimaging

(2010) V. Oertel et al.   JOURNAL OF NEUROSCIENCE

Time-varying model identification for time–frequency feature extraction from EEG data

(2010) Yang Li et al.   JOURNAL OF NEUROSCIENCE METHODS

Hippocampal, caudate, and ventricular changes in Parkinson's disease with and without dementia

(2010) Liana G. Apostolova et al.   MOVEMENT DISORDERS

Analyzing the connectivity between regions of interest: An approach based on cluster Granger causality for fMRI data analysis

(2010) João R. Sato et al.   NEUROIMAGE

ABSORB: Atlas building by self-organized registration and bundling

(2010) Hongjun Jia et al.   NEUROIMAGE

Network discovery with DCM

(2010) Karl J. Friston et al.   NEUROIMAGE

Enriched white matter connectivity networks for accurate identification of MCI patients

(2010) Chong-Yaw Wee et al.   NEUROIMAGE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

When, where, and how the corpus callosum changes in MCI and AD: A multimodal MRI study

(2010) M. Di Paola et al.   NEUROLOGY

Recursive regularization for inferring gene networks from time-course gene expression profiles

(2009) Teppei Shimamura et al.   BMC Systems Biology

Detecting directional influence in fMRI connectivity analysis using PCA based Granger causality

(2009) Zhenyu Zhou et al.   BRAIN RESEARCH

Model Estimation of Cerebral Hemodynamics Between Blood Flow and Volume Changes: A Data-Based Modeling Approach

(2009) Hua-Liang Wei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

RABBIT: Rapid alignment of brains by building intermediate templates

(2009) Songyuan Tang et al.   NEUROIMAGE

TIMER: Tensor Image Morphing for Elastic Registration

(2009) Pew-Thian Yap et al.   NEUROIMAGE

Impairment and compensation coexist in amnestic MCI default mode network

(2009) Zhigang Qi et al.   NEUROIMAGE

The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution

(2009) Alard Roebroeck et al.   NEUROIMAGE

Embryonic Stem Cell Grafting in Normal and Infarcted Myocardium: Serial Assessment with MR Imaging and PET Dual Detection

(2009) Hui Qiao et al.   RADIOLOGY

Mild Cognitive Impairment and Alzheimer Disease: Patterns of Altered Cerebral Blood Flow at MR Imaging

(2009) Weiying Dai et al.   RADIOLOGY

Detection of PCC functional connectivity characteristics in resting-state fMRI in mild Alzheimer’s disease

(2008) H ZHANG et al.   BEHAVIOURAL BRAIN RESEARCH

Multivariate Granger causality analysis of fMRI data

(2008) Gopikrishna Deshpande et al.   HUMAN BRAIN MAPPING

ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images

(2008) E.I. Zacharaki et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A link between neuroscience and informatics: Large-scale modeling of memory processes

(2008) Barry Horwitz et al.   METHODS

The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced?

(2008) Kevin Murphy et al.   NEUROIMAGE

Default-mode network activity distinguishes amnestic type mild cognitive impairment from healthy aging: A combined structural and resting-state functional MRI study

(2008) Feng Bai et al.   NEUROSCIENCE LETTERS

Voxel-based morphometry reveals extra-nigral atrophy patterns associated with dopamine refractory cognitive and motor impairment in parkinsonism

(2008) Richard Camicioli et al.   PARKINSONISM & RELATED DISORDERS

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

(2008) Kaustubh Supekar et al.   PLoS Computational Biology