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Recognizing EEG responses to active TMS vs. sham stimulations in different TMS-EEG datasets: A machine learning approach

Transcranial Magnetic Stimulation with simultaneous Electroencephalogram (TMS-EEG) allows for the assessment of neurophysiological properties of cortical neurons. However, TMS-evoked EEG potentials (TEPs) can be affected by components unrelated to TMS direct neuronal activation. Accurate, automatic...

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Principais autores: Ahmadreza Keihani, Francesco L. Donati, Simone Russo, Sara Parmigiani, Michela Solbiati, Adenauer G. Casali, Matteo Fecchio, Omeed Chaichian, John Rothwell, Marcello Massimini, Lorenzo Rocchi, Mario Rosanova, Fabio Ferrarelli
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2026-03-01
Serier:NeuroImage
Fag:
TMS-EEG
Machine learning
Active TMS
Sham stimulations
Online adgang:http://www.sciencedirect.com/science/article/pii/S1053811926001205
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