Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer’s Disease Classification

Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer’s Disease Classification

Alzheimer’s disease is a growing concern, and neuroimaging techniques such as Magnetic Resonance Imaging (MRI) and Positron Emission Tomography (PET) scans are widely used to classify AD patients. While MRI captures structural information and measures brain atrophy, PET shows functional c...

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Bibliographic Details
Main Authors: Bouchra Guelib, Karim Zarour, Haithem Hermessi, Bounab Rayene, Khlifa Nawres
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Multimodality
MRI
PET
fusion
machine learning
feature selection
Online Access:https://ieeexplore.ieee.org/document/10125572/

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