Cargando…

Can MRI Be Used as a Sensor to Record Neural Activity?

Magnetic resonance provides exquisite anatomical images and functional MRI monitors physiological activity by recording blood oxygenation. This review attempts to answer the following question: Can MRI be used as a sensor to directly record neural behavior? It considers MRI sensing of electrical act...

Descripción completa

Detalles Bibliográficos
Autor principal: Roth, Bradley J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9918955/
https://www.ncbi.nlm.nih.gov/pubmed/36772381
http://dx.doi.org/10.3390/s23031337
_version_ 1784886704463675392
author Roth, Bradley J.
author_facet Roth, Bradley J.
author_sort Roth, Bradley J.
collection PubMed
description Magnetic resonance provides exquisite anatomical images and functional MRI monitors physiological activity by recording blood oxygenation. This review attempts to answer the following question: Can MRI be used as a sensor to directly record neural behavior? It considers MRI sensing of electrical activity in the heart and in peripheral nerves before turning to the central topic: recording of brain activity. The primary hypothesis is that bioelectric current produced by a nerve or muscle creates a magnetic field that influences the magnetic resonance signal, although other mechanisms for detection are also considered. Recent studies have provided evidence that using MRI to sense neural activity is possible under ideal conditions. Whether it can be used routinely to provide functional information about brain processes in people remains an open question. The review concludes with a survey of artificial intelligence techniques that have been applied to functional MRI and may be appropriate for MRI sensing of neural activity.
format Online
Article
Text
id pubmed-9918955
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99189552023-02-12 Can MRI Be Used as a Sensor to Record Neural Activity? Roth, Bradley J. Sensors (Basel) Review Magnetic resonance provides exquisite anatomical images and functional MRI monitors physiological activity by recording blood oxygenation. This review attempts to answer the following question: Can MRI be used as a sensor to directly record neural behavior? It considers MRI sensing of electrical activity in the heart and in peripheral nerves before turning to the central topic: recording of brain activity. The primary hypothesis is that bioelectric current produced by a nerve or muscle creates a magnetic field that influences the magnetic resonance signal, although other mechanisms for detection are also considered. Recent studies have provided evidence that using MRI to sense neural activity is possible under ideal conditions. Whether it can be used routinely to provide functional information about brain processes in people remains an open question. The review concludes with a survey of artificial intelligence techniques that have been applied to functional MRI and may be appropriate for MRI sensing of neural activity. MDPI 2023-01-25 /pmc/articles/PMC9918955/ /pubmed/36772381 http://dx.doi.org/10.3390/s23031337 Text en © 2023 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Roth, Bradley J.
Can MRI Be Used as a Sensor to Record Neural Activity?
title Can MRI Be Used as a Sensor to Record Neural Activity?
title_full Can MRI Be Used as a Sensor to Record Neural Activity?
title_fullStr Can MRI Be Used as a Sensor to Record Neural Activity?
title_full_unstemmed Can MRI Be Used as a Sensor to Record Neural Activity?
title_short Can MRI Be Used as a Sensor to Record Neural Activity?
title_sort can mri be used as a sensor to record neural activity?
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9918955/
https://www.ncbi.nlm.nih.gov/pubmed/36772381
http://dx.doi.org/10.3390/s23031337
work_keys_str_mv AT rothbradleyj canmribeusedasasensortorecordneuralactivity