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Can MRI Be Used as a Sensor to Record Neural Activity?
by
Roth, Bradley J.
in
Artificial Intelligence
/ biomagnetism
/ brain
/ Brain - diagnostic imaging
/ Brain - physiology
/ Brain mapping
/ Brain research
/ functional MRI
/ Heart
/ Humans
/ Machine learning
/ Magnetic Fields
/ Magnetic resonance imaging
/ Magnetic Resonance Imaging - methods
/ neural activity
/ Neural networks
/ NMR
/ Nuclear magnetic resonance
/ Peripheral Nerves
/ Review
/ Sensors
2023
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Can MRI Be Used as a Sensor to Record Neural Activity?
by
Roth, Bradley J.
in
Artificial Intelligence
/ biomagnetism
/ brain
/ Brain - diagnostic imaging
/ Brain - physiology
/ Brain mapping
/ Brain research
/ functional MRI
/ Heart
/ Humans
/ Machine learning
/ Magnetic Fields
/ Magnetic resonance imaging
/ Magnetic Resonance Imaging - methods
/ neural activity
/ Neural networks
/ NMR
/ Nuclear magnetic resonance
/ Peripheral Nerves
/ Review
/ Sensors
2023
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Do you wish to request the book?
Can MRI Be Used as a Sensor to Record Neural Activity?
by
Roth, Bradley J.
in
Artificial Intelligence
/ biomagnetism
/ brain
/ Brain - diagnostic imaging
/ Brain - physiology
/ Brain mapping
/ Brain research
/ functional MRI
/ Heart
/ Humans
/ Machine learning
/ Magnetic Fields
/ Magnetic resonance imaging
/ Magnetic Resonance Imaging - methods
/ neural activity
/ Neural networks
/ NMR
/ Nuclear magnetic resonance
/ Peripheral Nerves
/ Review
/ Sensors
2023
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Journal Article
Can MRI Be Used as a Sensor to Record Neural Activity?
2023
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Overview
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.
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