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PRoNTo: Pattern Recognition for Neuroimaging Toolbox

Neuroinformatics (Totowa, N.J.), 2013-07, Vol.11 (3), p.319-337

2013

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

Psychological medicine, 2013-12, Vol.43 (12), p.2547-2562

2013

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

Psychological medicine, 2014-02, Vol.44 (3), p.519-532

2014

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

NeuroImage (Orlando, Fla.), 2013-01, Vol.64, p.75-90

2013

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

Translational psychiatry, 2015, Vol.5 (3), p.e530-e530

2015

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

Psychological medicine, 2014-01, Vol.44 (1), p.195-203

2014

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Multivariate decoding of brain images using ordinal regression

NeuroImage (Orlando, Fla.), 2013-11, Vol.81, p.347-357

2013

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

The annals of applied statistics, 2012-12, Vol.6 (4), p.1883-1905

2012

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A neuroimaging measure to capture heterogeneous patterns of atrophy in Parkinson’s disease and dementia with Lewy bodies

NeuroImage clinical, 2024-01, Vol.42, p.103596-103596, Article 103596

2024

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Deep neural networks learn general and clinically relevant representations of the ageing brain

NeuroImage (Orlando, Fla.), 2022-08, Vol.256, p.119210, Article 119210

2022

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Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder

Human brain mapping, 2021-06, Vol.42 (8), p.2546-2555

2021

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Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models

Biological psychiatry : cognitive neuroscience and neuroimaging, 2019-06, Vol.4 (6), p.567-578

2019

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Predicting progression of Alzheimer's disease using ordinal regression

PloS one, 2014-08, Vol.9 (8), p.e105542-e105542

2014

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Rapid processing and quantitative evaluation of structural brain scans for adaptive multimodal imaging

Human brain mapping, 2022-04, Vol.43 (5), p.1749-1765

2022

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

Behavioural brain research, 2014-02, Vol.259, p.330-335

2014

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Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

Neuroreport, 2008-10, Vol.19 (15), p.1507-1511

2008

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Classifying Social Anxiety Disorder Using Multivoxel Pattern Analyses of Brain Function and Structure

BIOLOGICAL PSYCHIATRY, 2014, Vol.75 (9), p.358S

2014

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Testaretest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers

NeuroImage (Orlando, Fla.), 2013-01, Vol.64, p.75-90

2013

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Probabilistic Classification of Functional Magnetic Resonance Imaging (fMRI) Data Using Gaussian Process Classification: Application to Pain Perception

NeuroImage (Orlando, Fla.), 2009-07, Vol.47, p.S57-S57

2009

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Genetic correlations and genome-wide associations of cortical structure in general population samples of 22,824 adults

Nature communications, 2020-09, Vol.11 (1), p.4796-16, Article 4796

2020

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Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, p.115-123

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Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, p.97-105

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Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, p.106-114

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Visualizing Convolutional Networks for MRI-Based Diagnosis of Alzheimer’s Disease

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, p.24-31

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Towards Complementary Explanations Using Deep Neural Networks

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, p.133-140

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PRoNTo: Pattern Recognition for Neuroimaging Toolbox

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

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

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

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

Multivariate decoding of brain images using ordinal regression

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

A neuroimaging measure to capture heterogeneous patterns of atrophy in Parkinson’s disease and dementia with Lewy bodies

Deep neural networks learn general and clinically relevant representations of the ageing brain

Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder

Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models

Predicting progression of Alzheimer's disease using ordinal regression

Rapid processing and quantitative evaluation of structural brain scans for adaptive multimodal imaging

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

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

Classifying Social Anxiety Disorder Using Multivoxel Pattern Analyses of Brain Function and Structure

Testaretest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers

Probabilistic Classification of Functional Magnetic Resonance Imaging (fMRI) Data Using Gaussian Process Classification: Application to Pain Perception

Genetic correlations and genome-wide associations of cortical structure in general population samples of 22,824 adults

Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification

Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images

Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment

Visualizing Convolutional Networks for MRI-Based Diagnosis of Alzheimer’s Disease

Towards Complementary Explanations Using Deep Neural Networks

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