Author

Woo-Seok Ha

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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

Open access Jul 2026

Frequency and characteristics of multi‐domain autonomic dysfunction in patients with spontaneous intracranial hypotension

We aimed to evaluate multi‐domain autonomic function in patients with spontaneous intracranial hypotension (SIH) and investigate its association with clinical and radiological features.

Woo-Seok Ha, D. Jung, Sojung Yoon et al. · Headache · 1 citation