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A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer’s Disease involving data synthesis

Ke Chen, Ying Weng, Akram A. Hosseini, Tom Dening, Guokun Zuo, Yiming Zhang

2023Neural Networks47 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceClassifier (UML)Computer sciencePositron emission tomographyPattern recognition (psychology)PerceptronCognitive impairmentMultilayer perceptronArtificial neural networkMagnetic resonance imagingMachine learningMedicineDiseasePathologyNuclear medicineRadiologyBrain Tumor Detection and ClassificationDementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments
A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer’s Disease involving data synthesis | Litcius