Comparative Analysis of Brain Tumor Image Segmentation Performance of 2D U-Net and 3D U-Nets with Alternative Normalization Methods

• Published in: Journal of Multimedia Information System Vol. 11; no. 2; pp. 157 - 166
• Main Authors: Kim, Tae Joon, Kim, Young Jae, Kim, Kwang Gi
• Format: Journal Article
• Language: English
• Published: 한국멀티미디어학회 30.06.2024
• Subjects: 컴퓨터학

Advancements in deep learning-based brain tumor image segmentation have significantly contributed to the rapid and accurate diagnosis of brain tumors. U-Net, a deep learning model used for brain tumor image segmentation, serves as the basic architecture for many such models. Although U-Nets are cate...