Deep convolutional generative adversarial networks (DCGANs) applied to synthetic image augmentation to improve object classification for Alzheimer disease

Alzheimer is a progressive neurodegenerative disease that affects the brain causing dementia. It is characterized by the gradual loss of cognitive functions, memory and thinking skills. Due to the impact of this disease in our society, this work is focused on the application of generative adversaria...

• Κύριος συγγραφέας: Moncada Da Silva, Claudia Maria (author)
• Μορφή: bachelorThesis
• Γλώσσα: eng
• Έκδοση: 2024
• Θέματα: Redes generativas adversarias; Aumento de datos; Enfermedad de Alzheimer; Generative adversarial networks; Data augmentation; Alzheimer disease
• Διαθέσιμο Online: http://repositorio.yachaytech.edu.ec/handle/123456789/742