Generalisation of EEG-Based Pain Biomarker Classification for Predicting Central Neuropathic Pain in Subacute Spinal Cord Injury

Generalisation of EEG-Based Pain Biomarker Classification for Predicting Central Neuropathic Pain in Subacute Spinal Cord Injury

<b>Background:</b> The objective was to test the generalisability of electroencephalography (EEG) markers of future pain using two independent datasets. <b>Methods:</b> Datasets, A [N = 20] and B [N = 35], were collected from participants with subacute spinal cord injury who...

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Bibliographic Details
Main Authors: Keri Anderson, Sebastian Stein, Ho Suen, Mariel Purcell, Maurizio Belci, Euan McCaughey, Ronali McLean, Aye Khine, Aleksandra Vuckovic
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Biomedicines
Subjects:
EEG
central neuropathic pain
spinal cord injury
biomarkers
machine learning
Online Access:https://www.mdpi.com/2227-9059/13/1/213
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