基于交叉自监督和DWI的NIID智能诊断方法

曹飞, 徐芊芊, 陈浩, 祖洁, 李晓文, 田锦, 鲍磊

An Intelligent Diagnosis Method for NIID Based on Cross Self-supervision and DWI

CAO Fei, XU Qianqian, CHEN Hao, ZU Jie, LI Xiaowen, TIAN Jin, BAO Lei

表3 本文方法与对比模型的性能比较

Table 3 Performance comparisons of the proposed method and other models

方法 准确率/% 精确率/% 召回率/% F1分数 AUC ViT 82.75 82.80 82.55 0.8263 0.9304 ResNet50 86.86 87.19 86.57 0.8673 0.9625 MAE_ViT 90.78 91.26 90.49 0.9068 0.9729 CO-ViT 91.37 91.76 91.11 0.9129 0.9704 CO-ResNet50 95.49 95.51 95.44 0.9547 0.9897