Comparison of Radiomics and conventional SUVr methods for Alzheimer’s disease classification using AV45 PET imaging

Comparison of Radiomics and conventional SUVr methods for Alzheimer’s disease classification using AV45 PET imaging

ObjectiveTo compare the diagnostic performance of radiomics-based analysis and the conventional standardized uptake value ratio (SUVr) method in classifying Alzheimer’s disease (AD) and non-Alzheimer’s disease (NAD) using AV45 PET imaging.MethodsThis retrospective study included 79 patients diagnose...

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Bibliographic Details
Main Authors: Haiyan Gao, Arui Tan, Junhao Wu, Zhen Cao, Ziyang Zhu, Wei Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Neurology
Subjects:
Alzheimer’s disease
AV45
positron emission computed tomography
radiomics
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1594470/full
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https://www.frontiersin.org/articles/10.3389/fneur.2025.1594470/full

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