Author

A. González-Martínez

2 papers indexed here

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Open access Oct 2026

Patient classification in episodic migraine based on data-driven pain curve dynamics

Purpose Migraine is characterized by heterogeneous manifestations, with pain being its most disabling feature. Although the International Classification of Headache Disorders, 3rd edition (ICHD-3), defines diagnostic criteria for migraine, it does not incorporate temporal dynamics of pain. While studies have described...

A. Gago-Veiga, J. L. Ayala, Javier Gálvez-Goicuría et al. · Frontiers in Neurology · 0 citations

Open access Oct 2026

Development of a machine learning (ML) model to predict 3-month response to CGRP monoclonal antibodies in migraine: A pilot evaluation of physician-ML model interaction.

BACKGROUND Predicting individual treatment responses to anti-calcitonin gene-related peptide monoclonal antibodies (CGRP-mAbs) in migraine remains challenging. OBJECTIVE To develop a machine learning (ML) model for predicting 3-month treatment response to CGRP-mAbs and to evaluate its practical clinical utility in im...

Masahito Katsuki, M. Tatsumoto, Tomokazu Shimazu et al. · Headache · 0 citations