Simultaneous real-time EEG-fMRI neurofeedback: A systematic review

Neurofeedback (NF) is a biofeedback technique that teaches individuals self-control of brain functions by measuring brain activations and providing an online feedback signal to modify emotional, cognitive, and behavioral functions. NF approaches typically rely on a single modality, such as electroen...

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Main Authors: Giuseppina Ciccarelli, Giovanni Federico, Giulia Mele, Angelica Di Cecca, Miriana Migliaccio, Ciro Rosario Ilardi, Vincenzo Alfano, Marco Salvatore, Carlo Cavaliere
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2023.1123014/full
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author Giuseppina Ciccarelli
Giovanni Federico
Giulia Mele
Angelica Di Cecca
Miriana Migliaccio
Ciro Rosario Ilardi
Vincenzo Alfano
Marco Salvatore
Carlo Cavaliere
author_facet Giuseppina Ciccarelli
Giovanni Federico
Giulia Mele
Angelica Di Cecca
Miriana Migliaccio
Ciro Rosario Ilardi
Vincenzo Alfano
Marco Salvatore
Carlo Cavaliere
author_sort Giuseppina Ciccarelli
collection DOAJ
description Neurofeedback (NF) is a biofeedback technique that teaches individuals self-control of brain functions by measuring brain activations and providing an online feedback signal to modify emotional, cognitive, and behavioral functions. NF approaches typically rely on a single modality, such as electroencephalography (EEG-NF) or a brain imaging technique, such as functional magnetic resonance imaging (fMRI-NF). The introduction of simultaneous EEG-fMRI tools has opened up the possibility of combining the high temporal resolution of EEG with the high spatial resolution of fMRI, thereby increasing the accuracy of NF. However, only a few studies have actively combined both techniques. In this study, we conducted a systematic review of EEG-fMRI-NF studies (N = 17) to identify the potential and effectiveness of this non-invasive treatment for neurological conditions. The systematic review revealed a lack of homogeneity among the studies, including sample sizes, acquisition methods in terms of simultaneity of the two procedures (unimodal EEG-NF and fMRI-NF), therapeutic targets field, and the number of sessions. Indeed, because most studies are based on a single session of NF, it is difficult to draw any conclusions regarding the therapeutic efficacy of NF. Therefore, further research is needed to fully understand non-clinical and clinical potential of EEG-fMRI-NF.
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spelling doaj.art-824407c63bd944e3b3b64305261c52e72023-03-31T07:53:31ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612023-03-011710.3389/fnhum.2023.11230141123014Simultaneous real-time EEG-fMRI neurofeedback: A systematic reviewGiuseppina CiccarelliGiovanni FedericoGiulia MeleAngelica Di CeccaMiriana MigliaccioCiro Rosario IlardiVincenzo AlfanoMarco SalvatoreCarlo CavaliereNeurofeedback (NF) is a biofeedback technique that teaches individuals self-control of brain functions by measuring brain activations and providing an online feedback signal to modify emotional, cognitive, and behavioral functions. NF approaches typically rely on a single modality, such as electroencephalography (EEG-NF) or a brain imaging technique, such as functional magnetic resonance imaging (fMRI-NF). The introduction of simultaneous EEG-fMRI tools has opened up the possibility of combining the high temporal resolution of EEG with the high spatial resolution of fMRI, thereby increasing the accuracy of NF. However, only a few studies have actively combined both techniques. In this study, we conducted a systematic review of EEG-fMRI-NF studies (N = 17) to identify the potential and effectiveness of this non-invasive treatment for neurological conditions. The systematic review revealed a lack of homogeneity among the studies, including sample sizes, acquisition methods in terms of simultaneity of the two procedures (unimodal EEG-NF and fMRI-NF), therapeutic targets field, and the number of sessions. Indeed, because most studies are based on a single session of NF, it is difficult to draw any conclusions regarding the therapeutic efficacy of NF. Therefore, further research is needed to fully understand non-clinical and clinical potential of EEG-fMRI-NF.https://www.frontiersin.org/articles/10.3389/fnhum.2023.1123014/fullEEG-fMRIneurofeedbacksimultaneousbiofeedbackclinical neuroscience
spellingShingle Giuseppina Ciccarelli
Giovanni Federico
Giulia Mele
Angelica Di Cecca
Miriana Migliaccio
Ciro Rosario Ilardi
Vincenzo Alfano
Marco Salvatore
Carlo Cavaliere
Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
Frontiers in Human Neuroscience
EEG-fMRI
neurofeedback
simultaneous
biofeedback
clinical neuroscience
title Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
title_full Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
title_fullStr Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
title_full_unstemmed Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
title_short Simultaneous real-time EEG-fMRI neurofeedback: A systematic review
title_sort simultaneous real time eeg fmri neurofeedback a systematic review
topic EEG-fMRI
neurofeedback
simultaneous
biofeedback
clinical neuroscience
url https://www.frontiersin.org/articles/10.3389/fnhum.2023.1123014/full
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