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Conference 11953 > Paper 11953-42
Paper 11953-42

Machine learning for functional near-infrared spectroscopy: a pilot study on migraine classification

Abstract

This research was found that good results were obtained by using machine learning in the classification of the three groups. The sensitivity of chronic migraine and specificity of medication-overuse headache reached 100 %, and the specificity of chronic migraine and sensitivity of medication-overuse headache reached 75 %. The results prove that functional near-infrared spectroscopy combines with machine learning is feasible and reliable for the migraine classification.

Presenter

Yu-Jiun Chen
National Yang Ming Chiao Tung Univ. (Taiwan)
Presenter/Author
Yu-Jiun Chen
National Yang Ming Chiao Tung Univ. (Taiwan)
Author
National Chiao Tung Univ. (Taiwan)
Author
National Yang Ming Chiao Tung Univ. (Taiwan)