@article {994,
	title = {Increased MRI-based Brain Age in chronic migraine patients},
	journal = {The Journal of Headache and Pain},
	volume = {24},
	year = {2023},
	pages = {133},
	abstract = {<p>Neuroimaging has revealed that migraine is linked to alterations in both the structure and function of the brain. However, the relationship of these changes with aging has not been studied in detail. Here we employ the Brain Age framework to analyze migraine, by building a machine-learning model that predicts age from neuroimaging data. We hypothesize that migraine patients will exhibit an increased Brain Age Gap (the difference between the predicted age and the chronological age) compared to healthy participants.</p>
},
	keywords = {Biomarkers, Brain age, machine learning, migraine disorders, neuroimaging},
	issn = {1129-2377},
	doi = {10.1186/s10194-023-01670-6},
	url = {https://doi.org/10.1186/s10194-023-01670-6},
	author = {Navarro-Gonz{\'a}lez, Rafael and Garc{\'\i}a-Azor{\'\i}n, David and Guerrero-Peral, {\'A}ngel L. and {\'A}lvaro Planchuelo-G{\'o}mez and Aja-Fern{\'a}ndez, Santiago and de Luis-Garc{\'\i}a, Rodrigo}
}
@proceedings {986,
	title = {Increased T1w MRI-based brain age in chronic migraine patients},
	volume = {5327},
	year = {2023},
	month = {2023},
	abstract = {<p>Brain-age is an emerging neuroimaging biomarker that represents the aging status of the brain using machine learning techniques from MRI data. It has been successfully applied to the study of different neurological and psychiatric conditions. We hypothesize that patients with migraine may show an increased brain age gap (difference between the age estimated from the MRI data and the chronological age). After building a brain age model from 2,781 healthy subjects, we tested this hypothesis on a dataset with 210 healthy controls and migraine patients. Results showed an increased brain age in chronic migraine patients with respect to healthy controls.</p>
},
	author = {Navarro-Gonz{\'a}lez, Rafael and Garc{\'\i}a-Azor{\'\i}n, David and Guerrero, {\'A}ngel L and {\'A}lvaro Planchuelo-G{\'o}mez and Aja-Fern{\'a}ndez, Santiago and de Luis-Garc{\'\i}a, Rodrigo}
}
