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

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

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

(2017) Mohammad R. Arbabshirani et al.   NEUROIMAGE

Altered functional connectivity in brain networks underlying self-referential processing in delusions of reference in schizophrenia

(2017) Sara Larivière et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Dysfunction of Large-Scale Brain Networks in Schizophrenia: A Meta-analysis of Resting-State Functional Connectivity

(2017) Debo Dong et al.   SCHIZOPHRENIA BULLETIN

Cortical thickness of neural substrates supporting cognitive empathy in individuals with schizophrenia

(2017) Suena H. Massey et al.   SCHIZOPHRENIA RESEARCH

Imaging and machine learning techniques for diagnosis of Alzheimer’s disease

(2016) Golrokh Mirzaei et al.   REVIEWS IN THE NEUROSCIENCES

Auditory Cortex Characteristics in Schizophrenia: Associations With Auditory Hallucinations

(2016) Lynn Mørch-Johnsen et al.   SCHIZOPHRENIA BULLETIN

Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance

(2016) Carlos Cabral et al.   SCHIZOPHRENIA BULLETIN

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

(2016) Jooyoung Oh et al.   Brain and Behavior

Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures

(2016) Mustafa S. Cetin et al.   Frontiers in Neuroscience

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

Domain Adaptation Extreme Learning Machines for Drift Compensation in E-Nose Systems

(2015) Lei Zhang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

The neural basis of a deficit in abstract thinking in patients with schizophrenia

(2015) Jooyoung Oh et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Cortical thickness and surface area in neonates at high risk for schizophrenia

(2014) Gang Li et al.   Brain Structure & Function

Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA

(2013) Jing Sui et al.   Frontiers in Human Neuroscience

Discrimination between schizophrenia and major depressive disorder by magnetic resonance imaging of the female brain

(2013) Miho Ota et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Using joint ICA to link function and structure using MEG and DTI in schizophrenia

(2013) J.M. Stephen et al.   NEUROIMAGE

Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects

(2013) Hugo G. Schnack et al.   NEUROIMAGE

Fractionation of social brain circuits in autism spectrum disorders

(2012) Stephen J. Gotts et al.   BRAIN

High Classification Accuracy for Schizophrenia with Rest and Task fMRI Data

(2012) Wei Du et al.   Frontiers in Human Neuroscience

Functional imaging of the hemodynamic sensory gating response in schizophrenia

(2012) Andrew R. Mayer et al.   HUMAN BRAIN MAPPING

Lattice independent component analysis feature selection on diffusion weighted imaging for Alzheimer's disease classification

(2012) M. Termenon et al.   NEUROCOMPUTING

Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples

(2012) Mireille Nieuwenhuis et al.   NEUROIMAGE

Within-subject template estimation for unbiased longitudinal image analysis

(2012) Martin Reuter et al.   NEUROIMAGE

Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia

(2012) Marcus V. Zanetti et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

Exploring the Psychosis Functional Connectome: Aberrant Intrinsic Networks in Schizophrenia and Bipolar Disorder

(2012) Vince D Calhoun et al.   Frontiers in Psychiatry

Bilateral hippocampal dysfunction in schizophrenia

(2011) Faith M. Hanlon et al.   NEUROIMAGE

Altered resting state complexity in schizophrenia

(2011) Danielle S. Bassett et al.   NEUROIMAGE

A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia

(2010) Honghui Yang et al.   Frontiers in Human Neuroscience

The effect of model order selection in group PICA

(2010) Ahmed Abou-Elseoud et al.   HUMAN BRAIN MAPPING

Disrupted in Schizophrenia 1 Regulates Neuronal Progenitor Proliferation via Modulation of GSK3β/β-Catenin Signaling

(2009) Yingwei Mao et al.   CELL

Distinct patterns of brain activity in young carriers of the APOE- 4 allele

(2009) N. Filippini et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study

(2007) Yong Fan et al.   BIOLOGICAL PSYCHIATRY