Validation-Aware Retrospective EEG Treatment-Response Modelling Using Chaotic Pattern of Prime Numbers Features: Segment-Level Separability and Subject-Wise Generalisation

This study presents a validation-aware EEG framework based on Chaotic Pattern of Prime Numbers (CPPN) features for depression treatment-response modelling across one SSRI cohort and two rTMS cohorts. CPPN features were evaluated through a seven-protocol validation hierarchy spanning random segment s...

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Autors principals:	Hesam Akbari, Mutlu Mete, Reza Rostami, Reza Kazemi, Muhammad Tariq Sadiq
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2026-06-01
Col·lecció:	Bioengineering
Matèries:	EEG depression treatment-response prediction rTMS SSRI CPPN
Accés en línia:	https://www.mdpi.com/2306-5354/13/6/659
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