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...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Arpanpreet Kaur, Fehaid Salem Alshammari, Ateeq Ur Rehman, Salil Bharany
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2025-09-01
Serija:	Frontiers in Medicine
Teme:	Alzheimer's disease neurodegenerative disorder deep learning MRI analysis ResNet-50 EfficientNet-B3
Online dostop:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1619228/full
Oznake:	Označite Brez oznak, prvi označite!