Proposed applications of machine learning to intraoperative neuromonitoring during spine surgeries

Intraoperative neurophysiological monitoring (IONM) provides data on the state of neurological functionality. However, the current state of technology impedes the reliable and timely extraction and communication of relevant information. Advanced signal processing and machine learning (ML) technologi...

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Bibliographic Details

Published in:	Neuroscience Informatics
Main Authors:	John P. Wilson Jr, Deepak Kumbhare, Sandeep Kandregula, Alexander Oderhowho, Bharat Guthikonda, Stanley Hoang
Format:	Article
Language:	English
Published:	Elsevier 2023-12-01
Subjects:	Somatosensory evoked potential (SSEP) Decision making Signal processing Motor evoked potential (MEP) Principal component analysis (PCA) Support vector model
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772528623000286