In search of a composite biomarker for chronic pain by way of EEG and machine learning: where do we currently stand?

MM Rockholt, G Kenefati, LV Doan, ZS Chen… - Frontiers in …, 2023 - frontiersin.org
Machine learning is becoming an increasingly common component of routine data analyses
in clinical research. The past decade in pain research has witnessed great advances in …

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

K Anderson, S Stein, H Suen, M Purcell, M Belci… - Biomedicines, 2025 - mdpi.com
Background: The objective was to test the generalisability of electroencephalography (EEG)
markers of future pain using two independent datasets. Methods: Datasets, A [N= 20] and B …

Brain-computer interface applications to decrease phantom limb pain

PI Rodríguez-Azar - Open Journal of Pain Medicine, 2023 - clinsurggroup.us
Phantom limb pain is mainly experienced in people who have suffered limb amputation, its
study and analysis are relevant to know the causes and help patients to reduce pain. On the …