Enhancing magnetic resonance imaging-driven Alzheimer's disease classification performance using generative adversarial learning
Abstract Background Generative adversarial networks (GAN) can produce images of improved quality but their ability to augment image-based classification is not fully explored. We evaluated if a modified GAN can learn from magnetic resonance imaging (MRI) scans of multiple magnetic field strengths to...
Main Authors: | , , , , , , , , |
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Other Authors: | |
Format: | Article |
Language: | English |
Published: |
BioMed Central,
2022-07-15T20:36:32Z.
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Subjects: | |
Online Access: | Get fulltext |