List of works - Andre Marquand

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

scientific article published on 28 January 2012

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

scientific article published on 14 August 2009

Describing the brain in autism in five dimensions--magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach.

scientific article published in August 2010

Pattern classification of sad facial processing: toward the development of neurobiological markers in depression

scientific article published on 22 October 2007

PRoNTo: pattern recognition for neuroimaging toolbox.

scientific article published on July 2013

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

scientific article

From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

scientific article (publication date: October 2015)

Prognostic prediction of therapeutic response in depression using high-field MR imaging

scientific article

Novel genetic loci underlying human intracranial volume identified through genome-wide association

scientific article (publication date: 3 October 2016)

Integrating neurobiological markers of depression.

scientific article

Novel genetic loci associated with hippocampal volume

scientific article published on 18 January 2017

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

scientific article published on 06 January 2016

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression.

scientific article published in October 2008

Test-retest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers

scientific article published on 23 September 2012

Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning

scientific article

Pattern classification of working memory networks reveals differential effects of methylphenidate, atomoxetine, and placebo in healthy volunteers

scientific article published on 23 February 2011

Pattern classification of response inhibition in ADHD: toward the development of neurobiological markers for ADHD.

scientific article published on 11 October 2013

Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level

scientific article

Subregional hippocampal deformations in major depressive disorder

scientific article

Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: a multi-class pattern recognition approach

scientific article published on 14 January 2012

Pattern recognition and functional neuroimaging help to discriminate healthy adolescents at risk for mood disorders from low risk adolescents

scientific article

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

scientific article

Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging.

scientific article

Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex.

scientific article published on 13 October 2016

Patient classification as an outlier detection problem: an application of the One-Class Support Vector Machine

scientific article

Mapping the Heterogeneous Phenotype of Schizophrenia and Bipolar Disorder Using Normative Models

Connectopic mapping with resting-state fMRI.

scientific article

Functional corticostriatal connection topographies predict goal directed behaviour in humans

scientific article

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

scientific article

SCoRS--A Method Based on Stability for Feature Selection and Mapping inNeuroimaging [corrected].

scientific article

Predicting the Naturalistic Course of Major Depressive Disorder Using Clinical and Multimodal Neuroimaging Information: A Multivariate Pattern Recognition Study

scientific article published on 29 November 2014

Using structural neuroanatomy to identify trauma survivors with and without post-traumatic stress disorder at the individual level.

scientific article published on 03 April 2013

The genetic architecture of the human cerebral cortex

scientific article

Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach

scientific article

Classifying social anxiety disorder using multivoxel pattern analyses of brain function and structure

scientific article

Association Between the Probability of Autism Spectrum Disorder and Normative Sex-Related Phenotypic Diversity in Brain Structure

scientific article

Genetic architecture of subcortical brain structures in 38,851 individuals

scientific article published on 21 October 2019

Bayesian multi-task learning for decoding multi-subject neuroimaging data

scientific article

PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES.

scientific article

Predictive neurofunctional markers of attention-deficit/hyperactivity disorder based on pattern classification of temporal processing

scientific article published on 25 January 2014

An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine

scientific article

Frequency-specific directed interactions in the human brain network for language.

scientific article published on 11 July 2017

Predicting progression of Alzheimer's disease using ordinal regression

scientific article

Distinguishing medication-free subjects with unipolar disorder from subjects with bipolar disorder: state matters.

scientific article published on 5 November 2016

In Vivo Evidence of Reduced Integrity of the Gray-White Matter Boundary in Autism Spectrum Disorder

scientific article published on 04 January 2017

Multivariate decoding of brain images using ordinal regression.

scientific article

Conceptualizing mental disorders as deviations from normative functioning

scientific article published on 14 June 2019

Multivariate decoding of cerebral blood flow measures in a clinical model of on-going postsurgical pain

scientific article

Refinement by integration: aggregated effects of multimodal imaging markers on adult ADHD.

scientific article

Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals

scientific article published on 02 July 2016

List of works by Andre Marquand

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

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

Describing the brain in autism in five dimensions--magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach.

Pattern classification of sad facial processing: toward the development of neurobiological markers in depression

PRoNTo: pattern recognition for neuroimaging toolbox.

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

From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

Prognostic prediction of therapeutic response in depression using high-field MR imaging

Novel genetic loci underlying human intracranial volume identified through genome-wide association

Integrating neurobiological markers of depression.

Novel genetic loci associated with hippocampal volume

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression.

Test-retest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers

Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning

Pattern classification of working memory networks reveals differential effects of methylphenidate, atomoxetine, and placebo in healthy volunteers

Pattern classification of response inhibition in ADHD: toward the development of neurobiological markers for ADHD.

Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level

Subregional hippocampal deformations in major depressive disorder

Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: a multi-class pattern recognition approach

Pattern recognition and functional neuroimaging help to discriminate healthy adolescents at risk for mood disorders from low risk adolescents

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging.

Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex.

Patient classification as an outlier detection problem: an application of the One-Class Support Vector Machine

Mapping the Heterogeneous Phenotype of Schizophrenia and Bipolar Disorder Using Normative Models

Connectopic mapping with resting-state fMRI.

Functional corticostriatal connection topographies predict goal directed behaviour in humans

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

SCoRS--A Method Based on Stability for Feature Selection and Mapping inNeuroimaging [corrected].

Predicting the Naturalistic Course of Major Depressive Disorder Using Clinical and Multimodal Neuroimaging Information: A Multivariate Pattern Recognition Study

Using structural neuroanatomy to identify trauma survivors with and without post-traumatic stress disorder at the individual level.

The genetic architecture of the human cerebral cortex

Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach

Classifying social anxiety disorder using multivoxel pattern analyses of brain function and structure

Association Between the Probability of Autism Spectrum Disorder and Normative Sex-Related Phenotypic Diversity in Brain Structure

Genetic architecture of subcortical brain structures in 38,851 individuals

Bayesian multi-task learning for decoding multi-subject neuroimaging data

PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES.

Predictive neurofunctional markers of attention-deficit/hyperactivity disorder based on pattern classification of temporal processing

An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine

Frequency-specific directed interactions in the human brain network for language.

Predicting progression of Alzheimer's disease using ordinal regression

Distinguishing medication-free subjects with unipolar disorder from subjects with bipolar disorder: state matters.

In Vivo Evidence of Reduced Integrity of the Gray-White Matter Boundary in Autism Spectrum Disorder

Multivariate decoding of brain images using ordinal regression.

Conceptualizing mental disorders as deviations from normative functioning

Multivariate decoding of cerebral blood flow measures in a clinical model of on-going postsurgical pain

Refinement by integration: aggregated effects of multimodal imaging markers on adult ADHD.

Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals