Deep Convolutional Generative Adversarial Networks (DCGANs) and transfer learning for Alzheimer’s disease classification

Deep Convolutional Generative Adversarial Networks (DCGANs) and transfer learning for Alzheimer’s disease classification

Alzheimer’s disease (AD) presents a pressing global health challenge, with projections indicating its impact on 139 million people by 2050. However, access to MRI scans for AD diagnosis remains limited and ethically complex, compounded by the imbalance often found in open-access datasets. This study...

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主要作者: Aguilar Martínez, Jaylenne Salomé (author)
格式: bachelorThesis
语言:eng
出版: 2024
主题:
Aprendizaje por transferencia
Clasificación de Alzheimer
Procesamiento de imágenes médicas
Transfer learning
Alzheimer’s classification
Medical image processing
在线阅读:http://repositorio.yachaytech.edu.ec/handle/123456789/773
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