基于显著稀疏强关联的脑功能连接分类方法

李明,段立娟,王文健,恩擎

Brain functional connections classification method based on significant sparse strong correlation

Ming LI,Li-juan DUAN,Wen-jian WANG,Qing EN

表 3 不同脑功能连接数量下的消融实验结果对比

Tab.3 Comparison of results of ablation experiments under different number of brain functional connections

ASD vs TC Model ACC/% SEN/% SPE/% AUC/% SSSC-5% 64.87 13.16 85.22 56.57 SSSC-10% 81.35 78.47 87.88 86.18 SSSC-20% 83.42 76.55 85.69 82.12 SSSC-50% 70.15 19.77 96.15 57.97 SSSC-80% 53.57 0 100 50.00 SSSC-all 53.57 0 100 50.00 ADHD vs TC Model ACC/% SEN/% SPE/% AUC/% SSSC-5% 67.76 20.31 93.61 70.16 SSSC-10% 82.47 86.81 75.26 81.43 SSSC-20% 82.55 84.55 73.12 76.12 SSSC-50% 72.11 23.55 89.11 63.22 SSSC-80% 63.15 15.26 92.33 54.22 SSSC-all 61.77 0 100 50.00