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Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large‐scale multi‐sample study

Human brain mapping, 2019-02, Vol.40 (3), p.944-954

2019

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Imaging Brain Function with Functional Near-Infrared Spectroscopy in Unconstrained Environments

Frontiers in human neuroscience, 2017-05, Vol.11, p.258-258

2017

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The Nucleus Accumbens and Ketamine Treatment in Major Depressive Disorder

Neuropsychopharmacology (New York, N.Y.), 2017-07, Vol.42 (8), p.1739-1746

2017

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Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data

Human brain mapping, 2021-06, Vol.42 (8), p.2332-2346

2021

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Ventral Striatum Functional Connectivity as a Predictor of Adolescent Depressive Disorder in a Longitudinal Community-Based Sample

The American journal of psychiatry, 2017-11, Vol.174 (11), p.1112-1119

2017

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Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

Scientific reports, 2016-12, Vol.6 (1), p.38897-38897, Article 38897

2016

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Causal relationships in longitudinal observational data: An integrative modeling approach

Psychological methods, 2024-04

2024

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Transitions between human functional brain networks reveal complex, cost-efficient and behaviorally-relevant temporal paths

NeuroImage (Orlando, Fla.), 2020-10, Vol.219, p.117027-117027, Article 117027

2020

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Subject-independent decoding of affective states using functional near-infrared spectroscopy

PloS one, 2021-01, Vol.16 (1), p.e0244840-e0244840

2021

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fNIRS Responses in Professional Violinists While Playing Duets: Evidence for Distinct Leader and Follower Roles at the Brain Level

Frontiers in psychology, 2019-02, Vol.10, p.164-164

2019

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Predicting obsessive–compulsive disorder severity combining neuroimaging and machine learning methods

Journal of affective disorders, 2013-09, Vol.150 (3), p.1213-1216

2013

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Predicting affective valence using cortical hemodynamic signals

Scientific reports, 2018-03, Vol.8 (1), p.5406-12, Article 5406

2018

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Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression

Psychiatry research. Neuroimaging, 2015-08, Vol.233 (2), p.289-291

2015

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Predictive saccades in children and adults: A combined fMRI and eye tracking study

PloS one, 2018-05, Vol.13 (5), p.e0196000-e0196000

2018

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The effect of background music on the aesthetic experience of a visual artwork in a naturalistic environment

Psychology of music, 2023-01, Vol.51 (1), p.16-32

2023

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Functional dissociation of ventral frontal and dorsomedial default mode network components during resting state and emotional autobiographical recall

Human brain mapping, 2014-07, Vol.35 (7), p.3302-3313

2014

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A neural signature of affiliative emotion in the human septohypothalamic area

The Journal of neuroscience, 2012-09, Vol.32 (36), p.12499-12505

2012

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Prefrontal cortical GABA abnormalities are associated with reduced hippocampal volume in major depressive disorder

European neuropsychopharmacology, 2015-08, Vol.25 (8), p.1082-1090

2015

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Network supporting contextual fear learning after dorsal hippocampal damage has increased dependence on retrosplenial cortex

PLoS computational biology, 2018-08, Vol.14 (8), p.e1006207-e1006207

2018

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From the Laboratory to the Classroom: The Potential of Functional Near-Infrared Spectroscopy in Educational Neuroscience

Frontiers in psychology, 2018-10, Vol.9, p.1840-1840

2018

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Multimodal resting-state connectivity predicts affective neurofeedback performance

Frontiers in human neuroscience, 2022-09, Vol.16, p.977776-977776

2022

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Frequency domain connectivity identification: An application of partial directed coherence in fMRI

Human brain mapping, 2009-02, Vol.30 (2), p.452-461

2009

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Identification of alterations associated with age in the clustering structure of functional brain networks

PloS one, 2018-05, Vol.13 (5), p.e0195906-e0195906

2018

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Perception and identification of tones in different timbres: Using pupil diameter to investigate absolute pitch ability

Psychology of music, 2023-01, Vol.51 (1), p.226-243

2023

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Motor Cortex Activation During Writing in Focal Upper-Limb Dystonia: An fNIRS Study

Neurorehabilitation and neural repair, 2021-08, Vol.35 (8), p.729-737

2021

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Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large‐scale multi‐sample study

Imaging Brain Function with Functional Near-Infrared Spectroscopy in Unconstrained Environments

The Nucleus Accumbens and Ketamine Treatment in Major Depressive Disorder

Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data

Ventral Striatum Functional Connectivity as a Predictor of Adolescent Depressive Disorder in a Longitudinal Community-Based Sample

Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

Causal relationships in longitudinal observational data: An integrative modeling approach

Transitions between human functional brain networks reveal complex, cost-efficient and behaviorally-relevant temporal paths

Subject-independent decoding of affective states using functional near-infrared spectroscopy

fNIRS Responses in Professional Violinists While Playing Duets: Evidence for Distinct Leader and Follower Roles at the Brain Level

Predicting obsessive–compulsive disorder severity combining neuroimaging and machine learning methods

Predicting affective valence using cortical hemodynamic signals

Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression

Predictive saccades in children and adults: A combined fMRI and eye tracking study

The effect of background music on the aesthetic experience of a visual artwork in a naturalistic environment

Functional dissociation of ventral frontal and dorsomedial default mode network components during resting state and emotional autobiographical recall

A neural signature of affiliative emotion in the human septohypothalamic area

Prefrontal cortical GABA abnormalities are associated with reduced hippocampal volume in major depressive disorder

Network supporting contextual fear learning after dorsal hippocampal damage has increased dependence on retrosplenial cortex

From the Laboratory to the Classroom: The Potential of Functional Near-Infrared Spectroscopy in Educational Neuroscience

Multimodal resting-state connectivity predicts affective neurofeedback performance

Frequency domain connectivity identification: An application of partial directed coherence in fMRI

Identification of alterations associated with age in the clustering structure of functional brain networks

Perception and identification of tones in different timbres: Using pupil diameter to investigate absolute pitch ability

Motor Cortex Activation During Writing in Focal Upper-Limb Dystonia: An fNIRS Study

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