External validation of EEG-based machine learning models for continuous pain prediction
Open Access
- 14 August 2026
- journal article
- Published by Elsevier in The Journal of Pain
- Vol. 49
Abstract
No abstract availableThis publication has 114 references indexed in Scilit:
- A comparative analysis of gradient boosting algorithmsArtificial Intelligence Review, 2020
- A survey on ensemble learningFrontiers of Computer Science, 2019
- An Intelligent Sleep Apnea Classification System Based on EEG SignalsJournal of Medical Systems, 2019
- Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and OutliersJournal of Medical Systems, 2018
- Discrimination and Calibration of Clinical Prediction ModelsJAMA, 2017
- Altered theta oscillations in resting EEG of fibromyalgia syndrome patientsEuropean journal of pain, 2017
- Localization of pain‐related brain activation: A meta‐analysis of neuroimaging dataHuman Brain Mapping, 2011
- Pain outcomes: A brief review of instruments and techniquesCurrent Pain and Headache Reports, 2009
- EEG responses to tonic heat painExperimental Brain Research, 2006
- Brain and Human pain: Topographic EEG amplitude and coherence mappingBrain Topography, 1994