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Closing the Loop in Neuromodulation: A Review of Machine Learning Approaches for EEG-Guided Transcranial Magnetic Stimulation

Transcranial magnetic stimulation (TMS) combined with electroencephalography (EEG) provides a powerful framework to probe and modulate human cortical and corticospinal excitability. In recent years, brain state-dependent EEG–TMS paradigms have gained increasing interest by synchronizing stimulation...

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Principais autores: Elena Mongiardini, Paolo Belardinelli
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-04-01
Serier:Algorithms
Fag:
brain states
machine learning
transcranial magnetic stimulation (TMS)
electroencephalography (EEG)
closed-loop
motor evoked potential (MEP)
Online adgang:https://www.mdpi.com/1999-4893/19/4/323
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