Automated segmentation and volume prediction in pediatric Wilms' tumor CT using nnu-net

• Main Authors: Weikang Li (Author), Yiran Sun (Author), Guoxun Zhang (Author), Qing Yang (Author), Bo Wang (Author), Xiaohui Ma (Author), Hongxi Zhang (Author)
• Formato: Livro
• Publicado em: BMC, 2024-05-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Abstract Background Radiologic volumetric evaluation of Wilms' tumor (WT) is an important indicator to guide treatment decisions. However, due to the heterogeneity of the tumors, radiologists have main-guard differences in diagnosis that can lead to misdiagnosis and poor treatment. The aim of t...