Intelligent Alzheimer's diagnosis and disability assessment: robust medical imaging analysis using ensemble learning with ResNet-50 and EfficientNet-B3

Neurodegenerative disorder Alzheimer's disease (AD) has progressive characteristics and leads to severe cognitive impairment that reduces life quality. Disease management along with effective intervention depends on the detailed diagnosis conducted early. The proposed framework builds an ensemble sy...

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Detalhes bibliográficos

Principais autores:	Arpanpreet Kaur, Fehaid Salem Alshammari, Ateeq Ur Rehman, Salil Bharany
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-09-01
coleção:	Frontiers in Medicine
Assuntos:	Alzheimer's disease neurodegenerative disorder deep learning MRI analysis ResNet-50 EfficientNet-B3
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1619228/full
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