Opportunities and challenges of supervised machine learning for the classification of motor evoked potentials according to muscles

BACKGROUND: Even for an experienced neurophysiologist, it is challenging to look at a single graph of an unlabeled motor evoked potential (MEP) and identify the corresponding muscle. We demonstrate that supervised machine learning (ML) can successfully perform this task. METHODS: Intraoperative MEP...

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Detalles Bibliográficos
Autores principales: Wermelinger, Jonathan, Parduzi, Qendresa, Sariyar, Murat, Raabe, Andreas, Schneider, Ulf C., Seidel, Kathleen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544622/
https://www.ncbi.nlm.nih.gov/pubmed/37784044
http://dx.doi.org/10.1186/s12911-023-02276-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544622/
https://www.ncbi.nlm.nih.gov/pubmed/37784044
http://dx.doi.org/10.1186/s12911-023-02276-3

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