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

Classifying individuals at high-risk for psychosis based on functional brain activity during working memory processing

(2015) Kerstin Bendfeldt et al.   NeuroImage-Clinical

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Predicting Psychosis

(2012) Paolo Fusar-Poli   ARCHIVES OF GENERAL PSYCHIATRY

Episodic Memory Dysfunction in Individuals at High-Risk of Psychosis: A Systematic Review of Neuropsychological and Neurofunctional Studies

(2012) Isabel Valli et al.   CURRENT PHARMACEUTICAL DESIGN

Should attenuated psychosis syndrome be included in DSM-5?

(2012) Paolo Fusar-Poli et al.   LANCET

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

Prevalence of psychotic symptoms in childhood and adolescence: a systematic review and meta-analysis of population-based studies

(2012) I. Kelleher et al.   PSYCHOLOGICAL MEDICINE

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

Altered Medial Temporal Activation Related to Local Glutamate Levels in Subjects with Prodromal Signs of Psychosis

(2010) Isabel Valli et al.   BIOLOGICAL PSYCHIATRY

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 regression to predict the structural brain dynamics of vulnerability and transition to psychosis

(2010) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA RESEARCH

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

Elucidating a Magnetic Resonance Imaging-Based Neuroanatomic Biomarker for Psychosis: Classification Analysis Using Probabilistic Brain Atlas and Machine Learning Algorithms

(2009) Daqiang Sun et al.   BIOLOGICAL PSYCHIATRY

Altered Prefrontal and Hippocampal Function During Verbal Encoding and Recognition in People With Prodromal Symptoms of Psychosis

(2009) P. Allen et al.   SCHIZOPHRENIA BULLETIN

A quantitative evaluation of cross-participant registration techniques for MRI studies of the medial temporal lobe☆

(2008) M YASSA et al.   NEUROIMAGE

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

(2008) Andre F. Marquand et al.   NEUROREPORT

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

(2008) R. Hurlemann et al.   PSYCHOLOGICAL MEDICINE

Reductions in frontal, temporal and parietal volume associated with the onset of psychosis

(2008) S BORGWARDT et al.   SCHIZOPHRENIA RESEARCH