Towards Precision Medicine in Psychosis: Benefits and Challenges of Multimodal Multicenter Studies—PSYSCAN: Translating Neuroimaging Findings From Research into Clinical Practice

Machine Learning Approaches for Clinical Psychology and Psychiatry

(2018) Dominic B. Dwyer et al.   Annual Review of Clinical Psychology

Response to initial antipsychotic treatment in first episode psychosis is related to anterior cingulate glutamate levels: a multicentre 1H-MRS study (OPTiMiSE)

(2018) A. Egerton et al.   MOLECULAR PSYCHIATRY

The Marburg-Münster Affective Disorders Cohort Study (MACS): A quality assurance protocol for MR neuroimaging data

(2018) Christoph Vogelbacher et al.   NEUROIMAGE

Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia

(2018) Dominic B Dwyer et al.   SCHIZOPHRENIA BULLETIN

O1.7. PROTEOMIC ANALYSIS OF BLOOD BASED SAMPLES FROM THE OPTiMiSE (OPTIMIZATION OF TREATMENT AND MANAGEMENT OF SCHIZOPHRENIA IN EUROPE) STUDY POINT TOWARDS COMPLEMENT PATHWAY PROTEIN CHANGES

(2018) Melanie Föcking et al.   SCHIZOPHRENIA BULLETIN

Lack of evidence to favor specific preventive interventions in psychosis: a network meta-analysis

(2018) Cathy Davies et al.   World Psychiatry

Disorganized Gyrification Network Properties During the Transition to Psychosis

(2018) Tushar Das et al.   JAMA Psychiatry

Efficacy and Acceptability of Interventions for Attenuated Positive Psychotic Symptoms in Individuals at Clinical High Risk of Psychosis: A Network Meta-Analysis

(2018) Cathy Davies et al.   Frontiers in Psychiatry

Cerebrospinal fluid markers of inflammation and infections in schizophrenia and affective disorders: a systematic review and meta-analysis

(2018) Sonja Orlovska-Waast et al.   MOLECULAR PSYCHIATRY

Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression

(2018) Nikolaos Koutsouleris et al.   JAMA Psychiatry

The Science of Prognosis in Psychiatry

(2018) Paolo Fusar-Poli et al.   JAMA Psychiatry

Neurocognitive and neuroanatomical maturation in the clinical high-risk states for psychosis: A pattern recognition study

(2018) Lana Kambeitz-Ilankovic et al.   NeuroImage-Clinical

Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence

(2018) Sandra Vieira et al.   SCHIZOPHRENIA BULLETIN

Using neuroimaging to help predict the onset of psychosis

(2017) George Gifford et al.   NEUROIMAGE

Multi-center MRI prediction models: Predicting sex and illness course in first episode psychosis patients

(2017) Mireille Nieuwenhuis et al.   NEUROIMAGE

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

(2017) Mohammad R. Arbabshirani et al.   NEUROIMAGE

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Prediction of transition to psychosis in patients with a clinical high risk for psychosis: a systematic review of methodology and reporting

(2017) E. Studerus et al.   PSYCHOLOGICAL MEDICINE

Using clinical information to make individualized prognostic predictions in people at ultra high risk for psychosis

(2017) Andrea Mechelli et al.   SCHIZOPHRENIA RESEARCH

Two subgroups of antipsychotic-naive, first-episode schizophrenia patients identified with a Gaussian mixture model on cognition and electrophysiology

(2017) N Bak et al.   Translational Psychiatry

Separating generalized anxiety disorder from major depression using clinical, hormonal, and structural MRI data: A multimodal machine learning study

(2017) Kevin Hilbert et al.   Brain and Behavior

Selection bias in the reported performances of AD classification pipelines

(2017) Alex F. Mendelson et al.   NeuroImage-Clinical

A systematic review of metabolite biomarkers of schizophrenia

(2017) Jennifer Davison et al.   SCHIZOPHRENIA RESEARCH

An Individualized Risk Calculator for Research in Prodromal Psychosis

(2016) Tyrone D. Cannon et al.   AMERICAN JOURNAL OF PSYCHIATRY

Individual prediction of long-term outcome in adolescents at ultra-high risk for psychosis: Applying machine learning techniques to brain imaging data

(2016) Sanne de Wit et al.   HUMAN BRAIN MAPPING

Prognosis of Brief Psychotic Episodes

(2016) Paolo Fusar-Poli et al.   JAMA Psychiatry

Heterogeneity of Psychosis Risk Within Individuals at Clinical High Risk

(2016) Paolo Fusar-Poli et al.   JAMA Psychiatry

Identifying Individuals at High Risk of Psychosis: Predictive Utility of Support Vector Machine using Structural and Functional MRI Data

(2016) Isabel Valli et al.   Frontiers in Psychiatry

Response to clozapine in a clinically identifiable subtype of schizophrenia

(2015) Nancy J. Butcher et al.   BRITISH JOURNAL OF PSYCHIATRY

Identifying neuroanatomical signatures of anorexia nervosa: a multivariate machine learning approach

(2015) L. Lavagnino et al.   PSYCHOLOGICAL MEDICINE

Magnetic Resonance Imaging and the Prediction of Outcome in First-Episode Schizophrenia: A Review of Current Evidence and Directions for Future Research

(2015) P. Dazzan et al.   SCHIZOPHRENIA BULLETIN

The Dark Side of the Moon: Meta-analytical Impact of Recruitment Strategies on Risk Enrichment in the Clinical High Risk State for Psychosis

(2015) Paolo Fusar-Poli et al.   SCHIZOPHRENIA BULLETIN

Predictors of treatment response in young people at ultra-high risk for psychosis who received long-chain omega-3 fatty acids

(2015) G P Amminger et al.   Translational Psychiatry

Detecting the Psychosis Prodrome Across High-Risk Populations Using Neuroanatomical Biomarkers

(2014) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Cognitive impairments in psychotic disorders: common mechanisms and measurement

(2014) Deanna M. Barch et al.   World Psychiatry

A Systematic Review of Cognitive Function in First-Episode Psychosis, Including a Discussion on Childhood Trauma, Stress, and Inflammation

(2014) Monica Aas et al.   Frontiers in Psychiatry

Reliability of neuroanatomical measurements in a multisite longitudinal study of youth at risk for psychosis

(2013) Tyrone D. Cannon et al.   HUMAN BRAIN MAPPING

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

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

An overview of functional, structural and neurochemical imaging studies in individuals with a clinical high risk for psychosis

(2012) Alice Egerton et al.   Neuropsychiatry

Neuroanatomical Abnormalities That Predate the Onset of Psychosis

(2011) Andrea Mechelli et al.   ARCHIVES OF GENERAL PSYCHIATRY

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

(2011) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Disease Prediction in the At-Risk Mental State for Psychosis Using Neuroanatomical Biomarkers: Results From the FePsy Study

(2011) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Neuroanatomical Maps of Psychosis Onset: Voxel-wise Meta-Analysis of Antipsychotic-Naive VBM Studies

(2011) P. Fusar-Poli et al.   SCHIZOPHRENIA BULLETIN

Mapping reliability in multicenter MRI: Voxel-based morphometry and cortical thickness

(2010) Hugo G. Schnack et al.   HUMAN BRAIN MAPPING

Assessing cognitive function in clinical trials of schizophrenia

(2010) Jennifer H. Barnett et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

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

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

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

Effects of a neuregulin 1 variant on conversion to schizophrenia and schizophreniform disorder in people at high risk for psychosis

(2009) S Kéri et al.   MOLECULAR PSYCHIATRY

MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths

(2009) Jorge Jovicich et al.   NEUROIMAGE

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI

(2009) Hui Shen et al.   NEUROIMAGE

Impact of scanner hardware and imaging protocol on image quality and compartment volume precision in the ADNI cohort

(2009) Frithjof Kruggel et al.   NEUROIMAGE

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

(2007) Cynthia H.Y. Fu et al.   BIOLOGICAL PSYCHIATRY

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

(2006) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING