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...
Autor principal: | |
---|---|
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 |