Rapid estimation of cortical neuron activation thresholds by transcranial magnetic stimulation using convolutional neural networks

Rapid estimation of cortical neuron activation thresholds by transcranial magnetic stimulation using convolutional neural networks

Background: Transcranial magnetic stimulation (TMS) can modulate neural activity by evoking action potentials in cortical neurons. TMS neural activation can be predicted by coupling subject-specific head models of the TMS-induced electric field (E-field) to populations of biophysically realistic neu...

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Bibliographic Details
Main Authors: Aman S. Aberra, Adrian Lopez, Warren M. Grill, Angel V. Peterchev
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:NeuroImage
Subjects:
Transcranial magnetic stimulation
Convolutional neural network
Machine learning
Neuron models
Finite element method
Threshold
Online Access:http://www.sciencedirect.com/science/article/pii/S105381192300335X

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http://www.sciencedirect.com/science/article/pii/S105381192300335X

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