融合多尺度和多头注意力的医疗图像分割方法

王万良,王铁军,陈嘉诚,尤文波

Medical image segmentation method combining multi-scale and multi-head attention

Wan-liang WANG,Tie-jun WANG,Jia-cheng CHEN,Wen-bo YOU

表 3 跳跃连接时特征图融合方式对分割性能的影响

Tab.3 Influence of feature map fusion mode on segmentation performance during skip connection

方式 JA/% DI/% ACC/% SEN/% NP/106 FLOPs/109 堆叠 77.83 85.96 93.79 84.55 22.47 17.59 相加 78.43 86.28 93.81 85.96 21.66 16.96