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. 2024 Aug 25;41(4):807–817. [Article in Chinese] doi: 10.7507/1001-5515.202308009

表 3. SlicerViT ablation experiment.

SlicerViT消融实验

模型名称 Acc Pre Sens Spec F1 参数量
基础模型 58.25% 67.62% 66.36% 43.96% 66.98% 0.12M
基础模型+Ghost 64.81% 78.12% 62.31% 69.23% 69.32% 0.09M
基础模型+Ghost+CA(SCblock) 66.80% 74.06% 73.83% 54.40% 73.95% 0.11M
SCblock+ STblock 70.38% 71.39% 89.41% 36.81% 79.39% 2.12M
SCblock + STblock +深浅信息融合 73.76% 80.78% 77.26% 67.58% 78.98% 2.16M
SCblock + STblock +深浅信息融合+临床数据 90.66% 94.77% 90.36% 91.21% 92.50% 2.16M