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Formalizing psychological interventions through network control theory

Scientific reports, 2023-08, Vol.13 (1), p.13830-13830, Article 13830

2023

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Multivariate classification of neuroimaging data with nested subclasses: Biased accuracy and implications for hypothesis testing

PLoS computational biology, 2018-09, Vol.14 (9), p.e1006486-e1006486

2018

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Heart Rate Variability as an Index of Differential Brain Dynamics at Rest and After Acute Stress Induction

Frontiers in neuroscience, 2020-07, Vol.14, p.645-645

2020

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Nx4 Reduced Susceptibility to Distraction in an Attention Modulation Task

Frontiers in psychiatry, 2021-11, Vol.12, p.746215-746215

2021

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EEG revealed improved vigilance regulation after stress exposure under Nx4 – A randomized, placebo-controlled, double-blind, cross-over trial

IBRO neuroscience reports, 2021-12, Vol.11, p.175-182

2021

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Corrigendum to “EEG revealed improved vigilance regulation after stress exposure under Nx4 – A randomized, placebo-controlled, double-blind, cross-over trial” [IBRO Neurosci. Rep. 11C (2021) 175–182]

IBRO neuroscience reports, 2022-06, Vol.12, p.81-81

2022

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The missing role of gray matter in studying brain controllability

Network neuroscience (Cambridge, Mass.), 2021-03, Vol.5 (1), p.198-210

2021

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Too Much Flexibility in a Dynamical Model of Repetitive Negative Thinking?

Psychological inquiry, 2022-10, Vol.33 (4), p.276-279

2022

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Classification based hypothesis testing in neuroscience: Below-chance level classification rates and overlooked statistical properties of linear parametric classifiers

Human brain mapping, 2016-05, Vol.37 (5), p.1842-1855

2016

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Nx4 reduced the central and peripheral stress response – NEURIM trial, a post hoc analysis

Psychoneuroendocrinology, 2020-09, Vol.119, p.104969, Article 104969

2020

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Speech-Gesture Matching and Schizotypal Traits: A Network Approach

Schizophrenia bulletin, 2024-07

2024

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Network controllability measures of subnetworks: implications for neurosciences

Journal of neural engineering, 2023-02, Vol.20 (1), p.16044

2023

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Translational machine learning for psychiatric neuroimaging

Progress in neuro-psychopharmacology & biological psychiatry, 2019-04, Vol.91, p.113-121

2019

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Decoding cognitive concepts from neuroimaging data using multivariate pattern analysis

NeuroImage (Orlando, Fla.), 2017-10, Vol.159, p.449-458

2017

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Nx4 ameliorated peripheral and central stress-induced changes at resting state - A post hoc analysis of a randomized controlled trial

Psychoneuroendocrinology, 2023-07, Vol.153, p.106176, Article 106176

2023

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Conceptualizing psychological well‐being as a dynamic process: Implications for research on mobile health interventions

Social and personality psychology compass, 2024-01, Vol.18 (1), p.n/a

2024

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Online Local Input Selection Through Evolving Heterogeneous Fuzzy Inference System

IEEE transactions on fuzzy systems, 2016-12, Vol.24 (6), p.1364-1377

2016

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Brain signaling dynamics after vagus nerve stimulation

NeuroImage (Orlando, Fla.), 2021-12, Vol.245, p.118679, Article 118679

2021

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Effects of Nx4 on reduced stress responsibility reflected by heart rate variability

Psychoneuroendocrinology, 2019-09, Vol.107, p.12-12

2019

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Investigating the temporal dynamics of electroencephalogram (EEG) microstates using recurrent neural networks

Human brain mapping, 2020-06, Vol.41 (9), p.2334-2346

2020

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Exploring the complex interrelation between depressive symptoms, risk, and protective factors: A comprehensive network approach

Journal of affective disorders, 2024-06, Vol.355, p.12-21

2024

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Exploring the impact of music on response to ketamine/esketamine: A scoping review

Neuroscience and biobehavioral reviews, 2024-07, Vol.162, p.105693, Article 105693

2024

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Formalizing psychological interventions through network control theory

Multivariate classification of neuroimaging data with nested subclasses: Biased accuracy and implications for hypothesis testing

Heart Rate Variability as an Index of Differential Brain Dynamics at Rest and After Acute Stress Induction

Nx4 Reduced Susceptibility to Distraction in an Attention Modulation Task

EEG revealed improved vigilance regulation after stress exposure under Nx4 – A randomized, placebo-controlled, double-blind, cross-over trial

Corrigendum to “EEG revealed improved vigilance regulation after stress exposure under Nx4 – A randomized, placebo-controlled, double-blind, cross-over trial” [IBRO Neurosci. Rep. 11C (2021) 175–182]

The missing role of gray matter in studying brain controllability

Too Much Flexibility in a Dynamical Model of Repetitive Negative Thinking?

Classification based hypothesis testing in neuroscience: Below-chance level classification rates and overlooked statistical properties of linear parametric classifiers

Nx4 reduced the central and peripheral stress response – NEURIM trial, a post hoc analysis

Speech-Gesture Matching and Schizotypal Traits: A Network Approach

Network controllability measures of subnetworks: implications for neurosciences

Translational machine learning for psychiatric neuroimaging

Decoding cognitive concepts from neuroimaging data using multivariate pattern analysis

Nx4 ameliorated peripheral and central stress-induced changes at resting state - A post hoc analysis of a randomized controlled trial

Conceptualizing psychological well‐being as a dynamic process: Implications for research on mobile health interventions

Online Local Input Selection Through Evolving Heterogeneous Fuzzy Inference System

Brain signaling dynamics after vagus nerve stimulation

Effects of Nx4 on reduced stress responsibility reflected by heart rate variability

Investigating the temporal dynamics of electroencephalogram (EEG) microstates using recurrent neural networks

Negative Stressful Life Events and Social Support Are Associated With White Matter Integrity in Depressed Patients and Healthy Control Participants: A Diffusion Tensor Imaging Study

Exploring the complex interrelation between depressive symptoms, risk, and protective factors: A comprehensive network approach

Exploring the impact of music on response to ketamine/esketamine: A scoping review

Shared and distinct structural brain networks related to childhood maltreatment and social support: connectome-based predictive modeling

The interplay between polygenic score for tumor necrosis factor-α, brain structural connectivity, and processing speed in major depression

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