Validation of an AI-Based platform for structured diagnosis of headache disorders using ICHD-3 criteria
Our algorithm demonstrated high diagnostic accuracy across a broad spectrum of headache disorders, exceeding the performance reported in prior studies, though direct comparison should be interpreted with caution due to methodological differences. Its public availability, structured knowledge base, and educational potential make it a valuable contribution to AI-assisted headache care. The platform is freely accessible at www.head-ai.com.br .
Authors
- João Vasconcelos (ORCID: https://orcid.org/0000-0002-5866-7460)
- Flávio Moura Rezende Filho (ORCID: https://orcid.org/0000-0003-4565-5898)
- Thiago Bulhões da Silva Costa (ORCID: https://orcid.org/0000-0003-1850-3530)
- Mercè Fernández-Balsells (ORCID: https://orcid.org/0000-0001-8221-4237)
- João Brainer Clares de Andrade (ORCID: https://orcid.org/0000-0001-8768-7164)
- Thiago Lopes (ORCID: https://orcid.org/0000-0002-1049-4679)
- Sophia Oliveira Querobin (ORCID: https://orcid.org/0009-0007-7588-6597)
- Vinícius Luiz Cristofolini
Institutions
- Universidade Estadual do Ceará (BR)
- Instituto Tecnológico de Aeronáutica (BR)
- Hospital Israelita Albert Einstein (BR)
- Instituto de Aeronáutica e Espaço (BR)
- Centro Universitário São Camilo (BR)
- Universidade Federal de São Paulo (BR)
Publication Details
- Journal
- BMC Neurology
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1186/s12883-025-04473-1
- Primary Topic
- Migraine and Headache Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00