Brain tumor segmentation based on 2D U-Net using MRI multi-modalities brain images

A brain tumor is a mass of abnormal cells that grow uncontrollably in the brain or central spine. Glioblastoma is the most common malignant primary brain tumor, accounting for over 48.6 \% of all malignant primary brain tumors, and 14.5 \% of all primary brain tumors. Regardless of the diagnosis, th...

• Autor principal: Tene Hurtado, Daniela Verónica (author)
• Formato: bachelorThesis
• Idioma: eng
• Publicado em: 2021
• Assuntos: Glioma; Segmentación de tumores cerebrales; U-Net; Redes neuronales; Brain tumor segmentation; Multimodal MRI; BraTS dataset; Neural networks
• Acesso em linha: http://repositorio.yachaytech.edu.ec/handle/123456789/460