PyCaret machine learning library with three preprocessing steps after eLORETA source estimation predicts Alzheimer's disease

Alzheimer's disease (AD) —the most common form of dementia— begins with mild memory loss and gradually progresses, eventually resulting in a generalized loss of brain function. The pathological changes of AD in the brain cortex begin decades before the onset of symptoms. Improvements in lifestyle ha...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Yasunori Aoki, Rei Takahashi, Roberto D. Pascual-Marqui, Masahiro Hata, Shun Takahashi, Ryouhei Ishii, Masao Iwase, Mariko Maenishi, Young-Ok Kim, Yuki Yamamoto, Sakura Hikida, Kana Maruyama, Etsuro Mori, Manabu Ikeda
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2026-03-01
Schriftenreihe:	NeuroImage: Reports
Schlagworte:	Alzheimer's disease Exact low-resolution electromagnetic tomography (eLORETA) PyCaret Electroencephalography (EEG) Machine learning Linear discriminant analysis
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S2666956025000856
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