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 1 不同模块组合方式对分割性能的影响

Tab.1 Effects of different module combinations on segmentation performance

% 组合方式 JA DI ACC SEN SPE TJI BN 77.27 85.71 93.65 84.70 96.27 68.26 BN+MSA 78.08 86.19 93.97 85.95 96.17 69.85 BN+CE 77.91 86.00 93.77 84.63 96.67 70.01 MS2Net 78.43 86.28 93.81 85.96 96.72 71.60