Machine Learning-Based CT Radiomics Method for Identifying the Stage of Wilms Tumor in Children

• Main Authors: Xiao-Hui Ma (Author), Liqi Shu (Author), Xuan Jia (Author), Hai-Chun Zhou (Author), Ting-Ting Liu (Author), Jia-Wei Liang (Author), Yu-shuang Ding (Author), Min He (Author), Qiang Shu (Author)
• Format: Bog
• Udgivet: Frontiers Media S.A., 2022-05-01T00:00:00Z.
• Fag: article
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PurposeTo develop and validate a machine learning-based CT radiomics method for preoperatively predicting the stages (stage I and non-stage I) of Wilms tumor (WT) in pediatric patients.MethodsA total of 118 patients with WT, who underwent contrast-enhanced computed tomography (CT) scans in our cente...