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Predicting fear and perceived health during the COVID-19 pandemic using machine learning: A cross-national longitudinal study

PloS one, 2021-03, Vol.16 (3), p.e0247997

2021

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Machine learning revealed symbolism, emotionality, and imaginativeness as primary predictors of creativity evaluations of western art paintings

Scientific reports, 2023-08, Vol.13 (1), p.12966-12966, Article 12966

2023

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Cross-cultural comparison of beauty judgments in visual art using machine learning analysis of art attribute predictors among Japanese and German speakers

Scientific reports, 2024-07, Vol.14 (1), p.15948-14, Article 15948

2024

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The “SpiDa” dataset: self-report questionnaires and ratings of spider images from spider-fearful individuals

Frontiers in psychology, 2024-05, Vol.15, p.1327367

2024

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Introduction of Solid Foods in Preterm Infants and Its Impact on Growth in the First Year of Life—A Prospective Observational Study

Nutrients, 2024-07, Vol.16 (13), p.2077

2024

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Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style

Frontiers in psychology, 2021-07, Vol.12, p.647956-647956

2021

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Progressive modulation of resting-state brain activity during neurofeedback of positive-social emotion regulation networks

Scientific reports, 2021-12, Vol.11 (1), p.23363-23363, Article 23363

2021

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Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

Frontiers in human neuroscience, 2022-03, Vol.16, p.869700-869700

2022

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Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier

Biomedizinische Technik, 2016-02, Vol.61 (1), p.77

2016

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Action affordances and visuo-spatial complexity in motor imagery: An fMRI study

Brain and cognition, 2018-07, Vol.124, p.37-46

2018

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Pre- and post-task resting-state differs in clinical populations

NeuroImage clinical, 2023-01, Vol.37, p.103345-103345, Article 103345

2023

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A tale of two targets: examining the differential effects of posterior cingulate cortex- and amygdala-targeted fMRI-neurofeedback in a PTSD pilot study

Frontiers in neuroscience, 2023-11, Vol.17, p.1229729-1229729

2023

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Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback

Brain and behavior, 2022-01, Vol.12 (1), p.e2441-n/a

2022

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Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline

Journal of neuroengineering and rehabilitation, 2017-12, Vol.14 (1), p.129-129, Article 129

2017

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Posterior cingulate cortex targeted real‐time fMRI neurofeedback recalibrates functional connectivity with the amygdala, posterior insula, and default‐mode network in PTSD

Brain and behavior, 2023-03, Vol.13 (3), p.e2883-n/a

2023

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Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs

Frontiers in human neuroscience, 2014-06, Vol.8, p.469-469

2014

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Emotion Regulation Modulates Dietary Decision-Making via Activity in the Prefrontal–Striatal Valuation System

Cerebral cortex (New York, N.Y. 1991), 2020-10, Vol.30 (11), p.5731-5749

2020

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Contributions of diagnostic, cognitive, and somatovisceral information to the prediction of fear ratings in spider phobic and non-spider-fearful individuals

Journal of affective disorders, 2021-11, Vol.294, p.296-304

2021

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Machine Learning Mega-Analysis Applied to the Response Time Concealed Information Test: No Evidence for Advantage of Model-Based Predictors Over Baseline

Collabra. Psychology, 2022-02, Vol.8 (1)

2022

Volltextzugriff (PDF)

A secondary Outcome Analysis of a Randomized Trial Using a Mixed Lipid Emulsion Containing Fish Oil in Infants with Extremely Low Birth Weight: Cognitive and Behavioral Outcome at Preschool Age

The Journal of pediatrics, 2023-03, Vol.254, p.68-74.e3

2023

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Audio Feature Analysis for Acoustic Pain Detection in Term Newborns

Neonatology (Basel, Switzerland), 2022-12, Vol.119 (6), p.760-768

2022

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Artifacts in EEG of simultaneous EEG-fMRI: pulse artifact remainders in the gradient artifact template are a source of artifact residuals after average artifact subtraction

Journal of neural engineering, 2019-02, Vol.16 (1), p.016011-016011

2019

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Neural hyperresponsivity during the anticipation of tangible social and non-social rewards in autism spectrum disorder: a concurrent neuroimaging and facial electromyography study

Biological psychiatry : cognitive neuroscience and neuroimaging, 2024-04

2024

Volltextzugriff (PDF)

Neural Hyperresponsivity During the Anticipation of Tangible Social and Nonsocial Rewards in Autism Spectrum Disorder: A Concurrent Neuroimaging and Facial Electromyography Study

Biological psychiatry : cognitive neuroscience and neuroimaging, 2024-04

2024

Volltextzugriff (PDF)

Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI

Journal of neural engineering, 2017-04, Vol.14 (2), p.026003-026003

2017

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Predicting fear and perceived health during the COVID-19 pandemic using machine learning: A cross-national longitudinal study

Machine learning revealed symbolism, emotionality, and imaginativeness as primary predictors of creativity evaluations of western art paintings

Cross-cultural comparison of beauty judgments in visual art using machine learning analysis of art attribute predictors among Japanese and German speakers

The “SpiDa” dataset: self-report questionnaires and ratings of spider images from spider-fearful individuals

Introduction of Solid Foods in Preterm Infants and Its Impact on Growth in the First Year of Life—A Prospective Observational Study

Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style

Progressive modulation of resting-state brain activity during neurofeedback of positive-social emotion regulation networks

Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier

Action affordances and visuo-spatial complexity in motor imagery: An fMRI study

Pre- and post-task resting-state differs in clinical populations

A tale of two targets: examining the differential effects of posterior cingulate cortex- and amygdala-targeted fMRI-neurofeedback in a PTSD pilot study

Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback

Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline

Posterior cingulate cortex targeted real‐time fMRI neurofeedback recalibrates functional connectivity with the amygdala, posterior insula, and default‐mode network in PTSD

Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs

Emotion Regulation Modulates Dietary Decision-Making via Activity in the Prefrontal–Striatal Valuation System

Contributions of diagnostic, cognitive, and somatovisceral information to the prediction of fear ratings in spider phobic and non-spider-fearful individuals

Machine Learning Mega-Analysis Applied to the Response Time Concealed Information Test: No Evidence for Advantage of Model-Based Predictors Over Baseline

A secondary Outcome Analysis of a Randomized Trial Using a Mixed Lipid Emulsion Containing Fish Oil in Infants with Extremely Low Birth Weight: Cognitive and Behavioral Outcome at Preschool Age

Audio Feature Analysis for Acoustic Pain Detection in Term Newborns

Artifacts in EEG of simultaneous EEG-fMRI: pulse artifact remainders in the gradient artifact template are a source of artifact residuals after average artifact subtraction

Neural hyperresponsivity during the anticipation of tangible social and non-social rewards in autism spectrum disorder: a concurrent neuroimaging and facial electromyography study

Neural Hyperresponsivity During the Anticipation of Tangible Social and Nonsocial Rewards in Autism Spectrum Disorder: A Concurrent Neuroimaging and Facial Electromyography Study

Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI

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