Author

P. Yalınay Dikmen

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Open access Aug 2026

Machine Learning Classification of Migraine Using fNIRS During a Postural Task

Background: Migraine diagnosis and severity staging rest on clinical interviews according to the ICHD-3 criteria, with no validated objective biomarker. Functional near-infrared spectroscopy (fNIRS) is a portable and non-invasive method, but existing fNIRS migraine classification studies remain relatively small and rel...

Emre Yorgancıgil, Gülnaz Yükselen, Roksi Franci et al. · Brain Science · 0 citations

Open access Aug 2026

Real-world evidence on migraine treatment in routine clinical practice: insights from the Türkiye migraine registry study using artificial intelligence algorithms

Background Despite available diagnostic and therapeutic options, a major unmet need persists in migraine care. This study applied artificial intelligence (AI) to extract structured insights from routine care and assess migraine burden, diagnosis, and treatment in Türkiye. Methods The Türkiye Migraine Registry Study was...

P. Yalınay Dikmen, E. Aydınlar, S. N. Dumlu et al. · Frontiers in Neurology · 0 citations