Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition

LIBSVM

2011 • 40,614 citations

Statistical Learning Theory

1999 • 27,709 citations

The Positive and Negative Syndrome Scale (PANSS) for Schizophrenia

1987 • 19,723 citations

Untitled

1998 • 16,227 citations

A New Depression Scale Designed to be Sensitive to Change

1979 • 12,729 citations

Libsvm : A library for support vector machines

2008 • 8,632 citations

Voxel-Based Morphometry—The Methods

2000 • 8,281 citations

An overview of statistical learning theory

1999 • 5,839 citations

What is a support vector machine?

2006 • 3,536 citations

Neuroanatomical abnormalities before and after onset of psychosis: a cross-sectional and longitudinal MRI comparison

2003 • 1,308 citations

Relationship Between Duration of Untreated Psychosis and Outcome in First-Episode Schizophrenia: A Critical Review and Meta-Analysis

2005 • 1,283 citations

Prediction of Psychosis in Youth at High Clinical Risk

2008 • 1,235 citations

Psychosis prediction: 12-month follow up of a high-risk (“prodromal”) group

2002 • 1,132 citations

Automatic classification of MR scans in Alzheimer's disease

2008 • 1,100 citations

HAMMER: hierarchical attribute matching mechanism for elastic registration

2002 • 1,053 citations

Diagnosing Schizophrenia in the Initial Prodromal Phase

2001 • 1,022 citations

Prospective Diagnosis of the Initial Prodrome for Schizophrenia Based on the Structured Interview for Prodromal Syndromes: Preliminary Evidence of Interrater Reliability and Predictive Validity

2002 • 853 citations

Risk factors for psychosis in an ultra high-risk group: psychopathology and clinical features

2003 • 754 citations

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data

2005 • 713 citations

Prediction of psychosis. A step towards indicated prevention of schizophrenia.

1998 • 699 citations

Prevalence and correlates of self-reported psychotic symptoms in the British population

2004 • 551 citations

Randomized, Double-Blind Trial of Olanzapine Versus Placebo in Patients Prodromally Symptomatic for Psychosis

2006 • 530 citations

Model Selection Via Multifold Cross Validation

1993 • 528 citations

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

2007 • 463 citations

A principal component analysis of facial expressions

2001 • 460 citations

Why voxel-based morphometric analysis should be used with great caution when characterizing group differences

2004 • 428 citations

Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy

2001 • 410 citations

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

2006 • 381 citations

Magnetic resonance imaging of brain in people at high risk of developing schizophrenia

1999 • 362 citations

Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies

2003 • 341 citations

Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression

2007 • 339 citations

Morphological classification of brains via high-dimensional shape transformations and machine learning methods

2003 • 339 citations

Regional Gray Matter Volume Abnormalities in the At Risk Mental State

2006 • 313 citations

Grey matter changes over time in high risk subjects developing schizophrenia

2005 • 305 citations

Brain structure, genetic liability, and psychotic symptoms in subjects at high risk of developing schizophrenia

2001 • 274 citations

Whole-Brain Morphometric Study of Schizophrenia Revealing a Spatially Complex Set of Focal Abnormalities

2005 • 268 citations

Occurrence of hallucinatory experiences in a community sample and ethnic variations

2002 • 245 citations

Early detection and secondary prevention of psychosis: facts and visions*

2004 • 217 citations

Early Detection and Intervention in Schizophrenia: Research

1996 • 190 citations

Early Detection and Intervention in the Initial Prodromal Phase of Schizophrenia

2003 • 188 citations

Neurocognitive indicators for a conversion to psychosis: Comparison of patients in a potentially initial prodromal state who did or did not convert to a psychosis

2007 • 185 citations

Voxel-based morphometry of grey matter densities in subjects at high risk of schizophrenia

2003 • 180 citations

Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls

2006 • 177 citations

Very High-Resolution Morphometry Using Mass-Preserving Deformations and HAMMER Elastic Registration

2002 • 165 citations

Randomized, Double-Blind Trial of Olanzapine Versus Placebo in Patients Prodromally Symptomatic for Psychosis

2006 • 158 citations

Generalizable Patterns in Neuroimaging: How Many Principal Components?

1999 • 156 citations

Subtype Progression and Pathophysiologic Deterioration in Early Schizophrenia

1993 • 152 citations

Structural brain abnormalities in individuals with an at-risk mental state who later develop psychosis

2007 • 150 citations

Family and twin strategies as a head start in defining prodromes and endophenotypes for hypothetical early-interventions in schizophrenia

2001 • 150 citations

Early self‐experienced neuropsychological deficits and subsequent schizophrenic diseases: an 8‐year average follow‐up prospective study

1997 • 146 citations

Structural brain alterations in subjects at high-risk of psychosis: A voxel-based morphometric study

2008 • 141 citations

Decreased left amygdala and hippocampal volumes in young offspring at risk for schizophrenia

2002 • 138 citations

Impaired Sensorimotor Gating of the Acoustic Startle Response in the Prodrome of Schizophrenia

2008 • 133 citations

The ‘Basic’ Symptoms of Schizophrenia

1989 • 131 citations

The New York high risk project to the Hillside recognition and prevention (RAP) program

2002 • 128 citations

Medium term follow-up of a randomized controlled trial of interventions for young people at ultra high risk of psychosis

2007 • 128 citations

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

2007 • 119 citations

Aripiprazole in the treatment of the psychosis prodrome

2007 • 105 citations

Grey matter changes can improve the prediction of schizophrenia in subjects at high risk

2006 • 92 citations

Auditory P300 in individuals clinically at risk for psychosis

2008 • 91 citations

Early detection and intervention of psychosis. A review

2008 • 89 citations

Basic symptoms in early psychotic and depressive disorders

2007 • 83 citations

Interrelated neuropsychological and anatomical evidence of hippocampal pathology in the at-risk mental state

2008 • 70 citations

Relationship between subjective and objective cognitive function in the early and late prodrome

2007 • 45 citations

Grey matter correlates of early psychotic symptoms in adolescents at enhanced risk of psychosis: A voxel-based study

2007 • 44 citations

HAMMER: hierarchical attribute matching mechanism for elastic registration

2002 • 38 citations

Transition to Schizophrenia and Related Disorders: Toward a Taxonomy of Risk

2003 • 27 citations

Voxel-based morphometry of grey matter reductions in subjects at high risk of schizophrenia and the impact of specific templates

2002 • 24 citations

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

2006 • 24 citations

Delay in Treating Schizophrenia May Narrow Therapeutic Window of Opportunity

2000 • 20 citations

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

2006 • 6 citations

Deleted Work

1955 • 0 citations