Alzheimer’s diagnosis from EEG with reliable probabilities: subject-wise, leakage-free evaluation and isotonic calibration

Abstract Background Electroencephalography (EEG) provides a low-cost, non-invasive view of millisecond-scale brain dynamics; however, its clinical value depends on reliable probabilities and deployment-aware evaluation, rather than accuracy alone. Objective This study aimed to deliver a simple EEG a...

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Autor principal:	Hamed Shamsi
Format:	Artigo
Idioma:	Inglês
Publicat:	SpringerOpen 2025-12-01
Col·lecció:	Journal of Engineering and Applied Science
Matèries:	Electroencephalography (EEG) Alzheimer’s disease Wavelet Scattering Transform (WST) Probability calibration Isotonic regression Subject-wise out-of-fold validation
Accés en línia:	https://doi.org/10.1186/s44147-025-00821-7
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