Explainable machine learning reveals threshold associations and distinct phenotypes linking migraine features to white matter hyperintensities in women with episodic migraine

The Journal of Headache and Pain · Published 2026-08-04 · DOI 10.1186/s10194-026-02488-8

Free full text

Authors (6)

Qingling Yang, Sen Deng, Jing Qin, Harry Haoxiang Wang, Kin Cheung, Yao Jie Xie

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Yang, Q., Deng, S., Qin, J., et al. (2026). Explainable machine learning reveals threshold associations and distinct phenotypes linking migraine features to white matter hyperintensities in women with episodic migraine. The Journal of Headache and Pain. https://doi.org/10.1186/s10194-026-02488-8

Related articles

• Impact of semaglutide introduction on the use of triptans: an interrupted-time series · The Journal of Headache and Pain · 2026 · Same journal
• Neck musculoskeletal dysfunction in patients with chronic primary headaches · The Journal of Headache and Pain · 2026 · Same journal
• Twelve-months prospective real-world assessment of effectiveness and safety of eptinezumab in migraine patients difficult-to-treat and naïve to CGRP monoclonal antibodies: results of the French FHU INOVPAIN registry · The Journal of Headache and Pain · 2026 · Same journal
• Selective reduction of thalamic glutathione in migraine in the absence of detectable N-acetylaspartate alterations · The Journal of Headache and Pain · 2026 · Same journal
• Identification of a resting-state functional brainstem network associated with trigeminal pain sensitivity and migraine · The Journal of Headache and Pain · 2026 · Same journal
• CD4+T cells mediate systemic and local immune changes and pain symptoms in the rat model of temporomandibular disorders related pain · The Journal of Headache and Pain · 2026 · Same journal
• Headache among children and adolescents in Benin: revised prevalence estimates, and estimates of attributed burden, from a national schools-based study · The Journal of Headache and Pain · 2026 · Same journal
• From tooth pain to trigeminal sensitization: translational models, experimental readouts, and mechanism-guided therapeutic opportunities in odontogenic and headache-related orofacial pain · The Journal of Headache and Pain · 2026 · Same journal
• Peptidomics profiling identifies endogenous peptides associated with meningeal afferent activation in a chronic migraine mouse model · The Journal of Headache and Pain · 2026 · Same journal
• Genetic regulation of cell type–specific chromatin accessibility contributes to migraine etiology · The Journal of Headache and Pain · 2026 · Same journal