采用影像组学的肾肿瘤组织学亚型分类

杨熠,钱旭升,周志勇,朱建兵,沈钧康,戴亚康

Classification of renal tumor histology subtypes using radiomics

Yi YANG,Xu-sheng QIAN,Zhi-yong ZHOU,Jian-bing ZHU,Jun-kang SHEN,Ya-kang DAI

表 1 4种分类器的最优性能比较

Tab.1 Comparison of best performance of four classifiers

分类器 a/% e/% s/% AUC RF 86.67 55.56 100.0 0.748 0 kNN 86.67 61.11 97.62 0.789 7 SVM 86.67 61.11 97.62 0.672 0 sRBFNN 90.00 66.67 100.0 0.917 3