The value of brain MRI functional connectivity data in a machine learning classifier for distinguishing migraine from persistent post-traumatic headache

The value of brain MRI functional connectivity data in a machine learning classifier for distinguishing migraine from persistent post-traumatic headache

BackgroundPost-traumatic headache (PTH) and migraine often have similar phenotypes. The objective of this exploratory study was to develop classification models to differentiate persistent PTH (PPTH) from migraine using clinical data and magnetic resonance imaging (MRI) measures of brain structure a...

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Bibliographic Details
Main Authors: Gina Dumkrieger, Catherine D Chong, Katherine Ross, Visar Berisha, Todd J Schwedt
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Pain Research
Subjects:
post-traumatic headache (PTH)
migraine
fMRI
classification
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpain.2022.1012831/full

Internet

https://www.frontiersin.org/articles/10.3389/fpain.2022.1012831/full

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