Investigation of the MobileNetV2 Optimal Feature Extraction Layer for EEG-Based Dementia Severity Classification: A Comparative Study

Diagnosing dementia and recognizing substantial cognitive decline are challenging tasks. Thus, the objective of this study was to classify electroencephalograms (EEGs) recorded during a working memory task in 15 patients with mild cognitive impairment (MCogImp), 5 patients with vascular dementia (Va...

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發表在:	Algorithms
Main Authors:	Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad
格式:	Article
語言:	英语
出版:	MDPI AG 2025-10-01
主題:	vascular dementia deep learning models machine learning techniques CNN MobileNetV2 classification
在線閱讀:	https://www.mdpi.com/1999-4893/18/10/620