Predictors of schizophrenia spectrum disorders in early-onset first episodes of psychosis: a support vector machine model

Do we have any solid evidence of clinical utility about the pathophysiology of schizophrenia?

(2015) STEPHEN M. LAWRIE et al.   World Psychiatry

Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions

(2014) Quentin Noirhomme et al.   NeuroImage-Clinical

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

Differential Neurodevelopmental Trajectories in Patients With Early-Onset Bipolar and Schizophrenia Disorders

(2013) C. Arango et al.   SCHIZOPHRENIA BULLETIN

Predictive classification of individual magnetic resonance imaging scans from children and adolescents

(2012) B. A. Johnston et al.   EUROPEAN CHILD & ADOLESCENT PSYCHIATRY

Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?

(2012) S Kapur et al.   MOLECULAR PSYCHIATRY

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses

(2012) Ravi Bansal et al.   PLoS One

Carga de enfermedad en adolescentes y jóvenes en España

(2012) Ferrán Catalá-López et al.   Revista de Psiquiatria y Salud Mental

Differentiation between Viral and Bacterial Acute Infections Using Chemiluminescent Signatures of Circulating Phagocytes

(2011) Daria Prilutsky et al.   ANALYTICAL CHEMISTRY

Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder

(2011) Sergi G Costafreda et al.   BMC Psychiatry

Reduced antioxidant defense in early onset first-episode psychosis: a case-control study

(2011) Juan Antonio Micó et al.   BMC Psychiatry

Multivariate patterns of brain-cognition associations relating to vulnerability and clinical outcome in the at-risk mental states for psychosis

(2011) Nikolaos Koutsouleris et al.   HUMAN BRAIN MAPPING

Two-year diagnostic stability in early-onset first-episode psychosis

(2011) Josefina Castro-Fornieles et al.   JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY

Global burden of disease in young people aged 10–24 years: a systematic analysis

(2011) Fiona M Gore et al.   LANCET

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

(2011) J. Mourao-Miranda et al.   PSYCHOLOGICAL MEDICINE

Early Recognition and Disease Prediction in the At-Risk Mental States for Psychosis Using Neurocognitive Pattern Classification

(2011) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

The Kraepelinian dichotomy – going, going … but still not gone

(2010) Nick Craddock et al.   BRITISH JOURNAL OF PSYCHIATRY

Neuroimaging predictors of transition to psychosis—A systematic review and meta-analysis

(2010) R. Smieskova et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Twelve-month follow-up of family communication and psychopathology in children and adolescents with a first psychotic episode (CAFEPS study)

(2010) Soraya Otero et al.   PSYCHIATRY RESEARCH

The Continuum of Psychotic Symptoms in the General Population: A Cross-national Study

(2010) R. Nuevo et al.   SCHIZOPHRENIA BULLETIN

Executive functioning correctly classified diagnoses in patients with first-episode psychosis: Evidence from a 2-year longitudinal study

(2010) Javier Peña et al.   SCHIZOPHRENIA RESEARCH

Beyond DSM: Seeking a Brain-Based Classification of Mental Illness

(2010) G. Miller   SCIENCE

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

(2009) Nikolaos Koutsouleris et al.   ARCHIVES OF GENERAL PSYCHIATRY

Utilizing wavelet transform and support vector machine for detection of the paradoxical splitting in the second heart sound

(2009) Bassam Al-Naami et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A comparison of neuropsychological dysfunction in first-episode psychosis patients with unipolar depression, bipolar disorder, and schizophrenia

(2009) S. Kristian Hill et al.   SCHIZOPHRENIA RESEARCH

Predictors of Remission, Schizophrenia, and Bipolar Disorder in Adolescents with Brief Psychotic Disorder or Psychotic Disorder Not Otherwise Specified Considered At Very High Risk for Schizophrenia

(2008) Christoph U. Correll et al.   JOURNAL OF CHILD AND ADOLESCENT PSYCHOPHARMACOLOGY

Development of an Automatic Classification System for Differentiation of Obstructive Lung Disease using HRCT

(2008) Namkug Kim et al.   JOURNAL OF DIGITAL IMAGING

Neuropsychological Function and Dysfunction in Schizophrenia and Psychotic Affective Disorders

(2008) A. Reichenberg et al.   SCHIZOPHRENIA BULLETIN

Antipsychotic Treatment in Child and Adolescent First-Episode Psychosis: A Longitudinal Naturalistic Approach

(2007) Josefina Castro-Fornieles et al.   JOURNAL OF CHILD AND ADOLESCENT PSYCHOPHARMACOLOGY