Classification accuracy of TMS for the diagnosis of mild cognitive impairment

Classification accuracy of TMS for the diagnosis of mild cognitive impairment

Objective: To evaluate the performance of a Random Forest (RF) classifier on Transcranial Magnetic Stimulation (TMS) measures in patients with Mild Cognitive Impairment (MCI). Methods: We applied a RF classifier on TMS measures obtained from a multicenter cohort of patients with MCI, including MCI-A...

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Bibliographic Details
Main Authors: Alberto Benussi, Mario Grassi, Fernando Palluzzi, Valentina Cantoni, Maria Sofia Cotelli, Enrico Premi, Francesco Di Lorenzo, Maria Concetta Pellicciari, Federico Ranieri, Gabriella Musumeci, Camillo Marra, Paolo Manganotti, Raffaele Nardone, Vincenzo Di Lazzaro, Giacomo Koch, Barbara Borroni
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Brain Stimulation
Subjects:
Mild cognitive impairment
Alzheimer’s disease
Frontotemporal dementia
Dementia with Lewy bodies
Transcranial magnetic stimulation
Diagnostic accuracy
Online Access:http://www.sciencedirect.com/science/article/pii/S1935861X2100005X

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http://www.sciencedirect.com/science/article/pii/S1935861X2100005X

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