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...

• Главный автор: Aguilar Martínez, Jaylenne Salomé (author)
• Формат: bachelorThesis
• Язык: eng
• Опубликовано: 2024
• Предметы: Aprendizaje por transferencia; Clasificación de Alzheimer; Procesamiento de imágenes médicas; Transfer learning; Alzheimer’s classification; Medical image processing
• Online-ссылка: http://repositorio.yachaytech.edu.ec/handle/123456789/773