Examination of the predictive value of structural magnetic resonance scans in bipolar disorder: a pattern classification approach

A RATING SCALE FOR DEPRESSION

1960 • 30,921 citations

Pattern Recognition and Machine Learning

2007 • 22,828 citations

Gaussian Processes for Machine Learning

2005 • 17,068 citations

Gaussian Processes for Machine Learning

2005 • 11,091 citations

Diagnostic and Statistical Manual of Mental Disorders (DSM-IV)

2003 • 8,902 citations

Untitled

2002 • 8,840 citations

Unified segmentation

2005 • 6,816 citations

Pattern Recognition and Machine Learning

2006 • 6,650 citations

A Diagnostic Interview

1978 • 5,735 citations

The global burden of disease.

2013 • 4,991 citations

Prevalence and Correlates of Bipolar Spectrum Disorder in the World Mental Health Survey Initiative

2011 • 2,298 citations

The Long-term Natural History of the Weekly Symptomatic Status of Bipolar I Disorder

2002 • 2,037 citations

The Structured Clinical Interview for DSM-III-R (SCID)

1992 • 1,653 citations

Development and Validation of a Screening Instrument for Bipolar Spectrum Disorder: The Mood Disorder Questionnaire

2000 • 1,398 citations

Automatic classification of MR scans in Alzheimer's disease

2008 • 1,100 citations

The National Depressive and Manic-depressive Association (DMDA) survey of bipolar members

1994 • 909 citations

Mortality of patients with mood disorders: follow-up over 34–38 years

2002 • 878 citations

Structural Neuroimaging Studies in Major Depressive Disorder

2011 • 826 citations

Axis I Psychiatric Comorbidity and Its Relationship to Historical Illness Variables in 288 Patients With Bipolar Disorder

2001 • 708 citations

Screening for Bipolar Disorder in the Community

2003 • 678 citations

Anatomy of bipolar disorder and schizophrenia: A meta-analysis

2010 • 533 citations

Meta-analysis, Database, and Meta-regression of 98 Structural Imaging Studies in Bipolar Disorder

2008 • 518 citations

Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies

2007 • 441 citations

Magnetic resonance imaging studies in bipolar disorder and schizophrenia: meta-analysis

2009 • 432 citations

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

2004 • 428 citations

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

2009 • 398 citations

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

2009 • 389 citations

Voxelwise Meta-Analysis of Gray Matter Abnormalities in Bipolar Disorder

2010 • 370 citations

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

2007 • 339 citations

Medication Effects in Neuroimaging Studies of Bipolar Disorder

2008 • 330 citations

Grey matter differences in bipolar disorder: a meta‐analysis of voxel‐based morphometry studies

2012 • 329 citations

Reliability of the structured clinical interview for DSM-III-R: An evaluative review

1994 • 297 citations

Greater Cortical Gray Matter Density in Lithium-Treated Patients with Bipolar Disorder

2007 • 285 citations

Diagnostic neuroimaging across diseases

2011 • 265 citations

Structural Magnetic Resonance Imaging in Bipolar Disorder: An International Collaborative Mega-Analysis of Individual Adult Patient Data

2011 • 242 citations

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

2009 • 235 citations

History of illness prior to a diagnosis of bipolar disorder or schizoaffective disorder

2007 • 215 citations

A meta-analysis of whole-brain diffusion tensor imaging studies in bipolar disorder

2011 • 212 citations

Polarity of the first episode, clinical characteristics, and course of manic depressive illness: A systematic retrospective investigation of 320 bipolar I patients

2000 • 204 citations

The potential use of biomarkers as an adjunctive tool for staging bipolar disorder

2009 • 165 citations

The Maudsley Bipolar Disorder Project: Executive Dysfunction in Bipolar Disorder I and Its Clinical Correlates

2005 • 160 citations

Diagnostic Stability 18 Months After Treatment Initiation for First-Episode Psychosis

2005 • 147 citations

An overview of recent findings of the Stanley Foundation Bipolar Network (Part I)

2003 • 143 citations

The AddNeuroMed framework for multi‐centre MRI assessment of Alzheimer's disease : experience from the first 24 months

2010 • 135 citations

Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study

2011 • 130 citations

Gray matter, white matter, brain, and intracranial volumes in first‐episode bipolar disorder: a meta‐analysis of magnetic resonance imaging studies

2009 • 127 citations

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

2008 • 119 citations

White Matter Density in Patients with Schizophrenia, Bipolar Disorder and Their Unaffected Relatives

2005 • 113 citations

The effects of lithium and anticonvulsants on brain structure in bipolar disorder

2010 • 110 citations

Structural abnormalities of ventrolateral and orbitofrontal cortex in patients with familial bipolar disorder

2009 • 104 citations

Dissociable Brain Structural Changes Associated with Predisposition, Resilience, and Disease Expression in Bipolar Disorder

2009 • 100 citations

Are Bipolar Disorder and Schizophrenia Neuroanatomically Distinct? An Anatomical Likelihood Meta-analysis

2010 • 93 citations

Pattern Classification of Working Memory Networks Reveals Differential Effects of Methylphenidate, Atomoxetine, and Placebo in Healthy Volunteers

2011 • 91 citations

Best-estimate versus structured interview-based diagnosis in first-admission psychosis

1994 • 86 citations

Automated MRI-based classification of primary progressive aphasia variants

2009 • 84 citations

Early intervention in bipolar disorders: Clinical, biochemical and neuroimaging imperatives

2008 • 84 citations

Differential Efficacy of Olanzapine and Lithium in Preventing Manic or Mixed Recurrence in Patients With Bipolar I Disorder Based on Number of Previous Manic or Mixed Episodes

2006 • 81 citations

The Maudsley Bipolar Disorder Project

2005 • 74 citations

DTI studies of corpus callosum in bipolar disorder

2009 • 70 citations

Corpus callosum size and shape alterations in individuals with bipolar disorder and their first-degree relatives

2009 • 68 citations

Hippocampal morphology in lithium and non‐lithium‐treated bipolar I disorder patients, non‐bipolar co‐twins, and control twins

2011 • 67 citations

Simulation of MRI cluster plots and application to neurological segmentation

1996 • 63 citations

No change to grey and white matter volumes in bipolar I disorder patients

2008 • 62 citations

Psychiatric diagnoses in patients who screen positive on the Mood Disorder Questionnaire: Implications for using the scale as a case-finding instrument for bipolar disorder

2010 • 52 citations

Diagnosis of Unipolar Depression Following Initial Identification of Bipolar Disorder

2008 • 43 citations

Mapping Corpus Callosum Morphology in Twin Pairs Discordant for Bipolar Disorder

2011 • 42 citations

Corpus Callosum Size and Shape in Established Bipolar Affective Disorder

2009 • 40 citations

Risk and resilience in bipolar disorder: rationale and design of the Vulnerability to Bipolar Disorders Study (VIBES)

2009 • 36 citations

Mood disorder questionnaire: it's impact on the field

2010 • 14 citations

A Model of the Economic Impact of a Bipolar Disorder Screening Program in Primary Care

2009 • 10 citations