拓端tecdat|采用SPSS Modeler编程指导的Web复杂网络对所有腧穴进行分析
原文链接:http://tecdat.cn/?p=12339
背景:
本次腧穴配伍关联规则分析,以针灸治疗FC的113例处方中使用频次在5次及以上的25种腧穴为关联对象。将前项最小支持度设为12%,规则的最小置信度设为85%,得出最常用的腧穴配伍,按照置信度的高低排列。
采用 SPSS 的 Web 复杂网络对所有腧穴进 行分析,设置阈值为绝对、强链接较粗,可显示的最大 链接数为 80,弱链接上限为 15,强链接下限为 35,链 接大小显示强/正常类别。生成 处方取穴整体 网络图,尺度大小 20 ~ 76,通过粗线、细线和虚线表示 药物之间链接的强弱程度。
关联关系整体
将阈值改为总体百分比、 强链接较粗,生成图 处方取穴核心网络图,尺度大小 为 1. 0 ~ 1. 2,多少穴位按照这个设置的,就是按照 设置阈值为绝对,强链接较粗,可显示的最大连接数为100,弱链接上限为10,强链接下限为35,链接大小显示强/正常/弱类别,然后生成图,尺度大小 。
设置阈值为绝对,强链接较粗,可显示的最大连接数为100,弱链接上限为10,强链接下限为35,链接大小显示强/正常/弱类别,然后生成图一,尺度大小 下。然后把阈值改为总体百分比,强链接较粗,生成图二的取穴核心网络图,尺度大小1.0-1.2 这个来设置的。
核心处方网络
两个穴位的配对强关联规则结果
Consequent |
Antecedent |
Support % |
Confidence % |
天枢 = 1.0 |
腹结 = 1.0 |
25.22522523 |
100 |
天枢 = 1.0 |
合谷 = 1.0 |
12.61261261 |
100 |
天枢 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
100 |
天枢 = 1.0 |
关元 = 1.0 |
27.92792793 |
100 |
天枢 = 1.0 |
气海 = 1.0 |
30.63063063 |
100 |
天枢 = 1.0 |
大肠俞 = 1.0 |
41.44144144 |
97.82608696 |
天枢 = 1.0 |
中脘 = 1.0 |
32.43243243 |
97.22222222 |
天枢 = 1.0 |
支沟 = 1.0 |
32.43243243 |
97.22222222 |
天枢 = 1.0 |
三阴交 = 1.0 |
23.42342342 |
96.15384615 |
天枢 = 1.0 |
足三里 = 1.0 |
45.94594595 |
96.07843137 |
足三里 = 1.0 |
合谷 = 1.0 |
12.61261261 |
92.85714286 |
天枢 = 1.0 |
上巨虚 = 1.0 |
69.36936937 |
92.20779221 |
足三里 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
90 |
上巨虚 = 1.0 |
曲池 = 1.0 |
16.21621622 |
88.88888889 |
气海 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
85 |
多个穴位的配对 强关联规则结果
Consequent |
Antecedent |
Support % |
Confidence % |
Lift |
天枢 = 1.0 |
腹结 = 1.0 |
25.22522523 |
100 |
1.099009901 |
天枢 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 |
27.92792793 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 |
30.63063063 |
100 |
1.099009901 |
天枢 = 1.0 |
腹结 = 1.0 and 上巨虚 = 1.0 |
20.72072072 |
100 |
1.099009901 |
天枢 = 1.0 |
脾俞 = 1.0 and 气海 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
脾俞 = 1.0 and 足三里 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 |
19.81981982 |
100 |
1.099009901 |
天枢 = 1.0 |
三阴交 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 |
23.42342342 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 气海 = 1.0 |
18.91891892 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 足三里 = 1.0 |
18.91891892 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 气海 = 1.0 |
20.72072072 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 支沟 = 1.0 |
17.11711712 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 |
17.11711712 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 足三里 = 1.0 |
20.72072072 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 上巨虚 = 1.0 |
19.81981982 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 |
19.81981982 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 |
18.01801802 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 |
22.52252252 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 上巨虚 = 1.0 |
21.62162162 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 |
19.81981982 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 足三里 = 1.0 |
25.22522523 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 上巨虚 = 1.0 |
24.32432432 |
100 |
1.099009901 |
天枢 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 气海 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 气海 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
16.21621622 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
18.01801802 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
100 |
1.099009901 |
天枢 = 1.0 |
支沟 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
18.91891892 |
100 |
1.099009901 |
天枢 = 1.0 |
大肠俞 = 1.0 |
41.44144144 |
97.82608696 |
1.075118381 |
天枢 = 1.0 |
中脘 = 1.0 |
32.43243243 |
97.22222222 |
1.068481848 |
天枢 = 1.0 |
支沟 = 1.0 |
32.43243243 |
97.22222222 |
1.068481848 |
天枢 = 1.0 |
大肠俞 = 1.0 and 足三里 = 1.0 |
30.63063063 |
97.05882353 |
1.06668608 |
天枢 = 1.0 |
大肠俞 = 1.0 and 上巨虚 = 1.0 |
28.82882883 |
96.875 |
1.064665842 |
天枢 = 1.0 |
三阴交 = 1.0 |
23.42342342 |
96.15384615 |
1.056740289 |
天枢 = 1.0 |
足三里 = 1.0 |
45.94594595 |
96.07843137 |
1.055911474 |
天枢 = 1.0 |
大肠俞 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
21.62162162 |
95.83333333 |
1.053217822 |
天枢 = 1.0 |
足三里 = 1.0 and 上巨虚 = 1.0 |
32.43243243 |
94.44444444 |
1.037953795 |
足三里 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
94.11764706 |
2.048442907 |
足三里 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
94.11764706 |
2.048442907 |
天枢 = 1.0 |
上巨虚 = 1.0 |
69.36936937 |
92.20779221 |
1.013372766 |
足三里 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 |
19.81981982 |
90.90909091 |
1.978609626 |
足三里 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
19.81981982 |
90.90909091 |
1.978609626 |
足三里 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
90 |
1.958823529 |
足三里 = 1.0 |
脾俞 = 1.0 and 天枢 = 1.0 |
18.01801802 |
90 |
1.958823529 |
足三里 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 |
18.01801802 |
90 |
1.958823529 |
足三里 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
18.01801802 |
90 |
1.958823529 |
足三里 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 |
17.11711712 |
89.47368421 |
1.947368421 |
足三里 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
17.11711712 |
89.47368421 |
1.947368421 |
上巨虚 = 1.0 |
曲池 = 1.0 |
16.21621622 |
88.88888889 |
1.281385281 |
足三里 = 1.0 |
脾俞 = 1.0 and 气海 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
足三里 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
上巨虚 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
88.23529412 |
1.271963331 |
足三里 = 1.0 |
脾俞 = 1.0 and 气海 = 1.0 and 天枢 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
足三里 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
上巨虚 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
88.23529412 |
1.271963331 |
足三里 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
足三里 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
15.31531532 |
88.23529412 |
1.920415225 |
足三里 = 1.0 |
三阴交 = 1.0 and 天枢 = 1.0 |
22.52252252 |
88 |
1.915294118 |
中脘 = 1.0 |
关元 = 1.0 and 气海 = 1.0 |
18.91891892 |
85.71428571 |
2.642857143 |
中脘 = 1.0 |
关元 = 1.0 and 气海 = 1.0 and 天枢 = 1.0 |
18.91891892 |
85.71428571 |
2.642857143 |
气海 = 1.0 |
脾俞 = 1.0 |
18.01801802 |
85 |
2.775 |
气海 = 1.0 |
脾俞 = 1.0 and 天枢 = 1.0 |
18.01801802 |
85 |
2.775 |
足三里 = 1.0 |
三阴交 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
85 |
1.85 |
足三里 = 1.0 |
三阴交 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
18.01801802 |
85 |
1.85 |
足三里 = 1.0 |
三阴交 = 1.0 |
23.42342342 |
84.61538462 |
1.841628959 |
气海 = 1.0 |
中脘 = 1.0 and 支沟 = 1.0 |
17.11711712 |
84.21052632 |
2.749226006 |
足三里 = 1.0 |
中脘 = 1.0 and 支沟 = 1.0 |
17.11711712 |
84.21052632 |
1.832817337 |
气海 = 1.0 |
中脘 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
17.11711712 |
84.21052632 |
2.749226006 |
足三里 = 1.0 |
中脘 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
17.11711712 |
84.21052632 |
1.832817337 |
中脘 = 1.0 |
关元 = 1.0 |
27.92792793 |
83.87096774 |
2.586021505 |
中脘 = 1.0 |
关元 = 1.0 and 天枢 = 1.0 |
27.92792793 |
83.87096774 |
2.586021505 |
气海 = 1.0 |
脾俞 = 1.0 and 足三里 = 1.0 |
16.21621622 |
83.33333333 |
2.720588235 |
足三里 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 |
16.21621622 |
83.33333333 |
1.81372549 |
气海 = 1.0 |
脾俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
16.21621622 |
83.33333333 |
2.720588235 |
足三里 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
16.21621622 |
83.33333333 |
1.81372549 |
中脘 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
82.35294118 |
2.539215686 |
上巨虚 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
82.35294118 |
1.187165775 |
中脘 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
82.35294118 |
2.539215686 |
中脘 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
82.35294118 |
2.539215686 |
上巨虚 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
82.35294118 |
1.187165775 |
中脘 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
82.35294118 |
2.539215686 |
足三里 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
82.35294118 |
1.792387543 |
足三里 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
15.31531532 |
82.35294118 |
1.792387543 |
上巨虚 = 1.0 |
腹结 = 1.0 |
25.22522523 |
82.14285714 |
1.184137291 |
上巨虚 = 1.0 |
腹结 = 1.0 and 天枢 = 1.0 |
25.22522523 |
82.14285714 |
1.184137291 |
足三里 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 |
19.81981982 |
81.81818182 |
1.780748663 |
足三里 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
19.81981982 |
81.81818182 |
1.780748663 |
中脘 = 1.0 |
关元 = 1.0 and 足三里 = 1.0 |
18.91891892 |
80.95238095 |
2.496031746 |
中脘 = 1.0 |
关元 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
18.91891892 |
80.95238095 |
2.496031746 |
上巨虚 = 1.0 |
三阴交 = 1.0 and 天枢 = 1.0 |
22.52252252 |
80 |
1.153246753 |
中脘 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
80 |
2.466666667 |
足三里 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
80 |
1.741176471 |
上巨虚 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 |
18.01801802 |
80 |
1.153246753 |
足三里 = 1.0 |
支沟 = 1.0 and 天枢 = 1.0 |
31.53153153 |
80 |
1.741176471 |
中脘 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
18.01801802 |
80 |
2.466666667 |
足三里 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
18.01801802 |
80 |
1.741176471 |
上巨虚 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
18.01801802 |
80 |
1.153246753 |
上巨虚 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 |
17.11711712 |
78.94736842 |
1.138072454 |
上巨虚 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
17.11711712 |
78.94736842 |
1.138072454 |
关元 = 1.0 |
中脘 = 1.0 and 气海 = 1.0 |
20.72072072 |
78.26086957 |
2.802244039 |
关元 = 1.0 |
中脘 = 1.0 and 气海 = 1.0 and 天枢 = 1.0 |
20.72072072 |
78.26086957 |
2.802244039 |
天枢 = 1.0 |
曲池 = 1.0 |
16.21621622 |
77.77777778 |
0.854785479 |
足三里 = 1.0 |
支沟 = 1.0 |
32.43243243 |
77.77777778 |
1.692810458 |
大肠俞 = 1.0 |
脾俞 = 1.0 and 足三里 = 1.0 |
16.21621622 |
77.77777778 |
1.876811594 |
中脘 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
气海 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 |
16.21621622 |
77.77777778 |
2.539215686 |
足三里 = 1.0 |
支沟 = 1.0 and 上巨虚 = 1.0 |
24.32432432 |
77.77777778 |
1.692810458 |
大肠俞 = 1.0 |
脾俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
1.876811594 |
中脘 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
气海 = 1.0 |
关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
2.539215686 |
中脘 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
上巨虚 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 |
16.21621622 |
77.77777778 |
1.121212121 |
支沟 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
上巨虚 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
16.21621622 |
77.77777778 |
1.121212121 |
大肠俞 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
16.21621622 |
77.77777778 |
1.876811594 |
足三里 = 1.0 |
支沟 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
24.32432432 |
77.77777778 |
1.692810458 |
中脘 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
上巨虚 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
1.121212121 |
支沟 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
2.398148148 |
上巨虚 = 1.0 |
气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
1.121212121 |
大肠俞 = 1.0 |
气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
16.21621622 |
77.77777778 |
1.876811594 |
上巨虚 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
气海 = 1.0 |
中脘 = 1.0 and 上巨虚 = 1.0 |
19.81981982 |
77.27272727 |
2.522727273 |
上巨虚 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
上巨虚 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
上巨虚 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
气海 = 1.0 |
中脘 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
19.81981982 |
77.27272727 |
2.522727273 |
上巨虚 = 1.0 |
气海 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
上巨虚 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
19.81981982 |
77.27272727 |
1.113931523 |
上巨虚 = 1.0 |
支沟 = 1.0 and 天枢 = 1.0 |
31.53153153 |
77.14285714 |
1.112059369 |
上巨虚 = 1.0 |
三阴交 = 1.0 |
23.42342342 |
76.92307692 |
1.108891109 |
关元 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
76.47058824 |
2.738140417 |
三阴交 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
气海 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
气海 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
三阴交 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
关元 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
2.738140417 |
三阴交 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
三阴交 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
气海 = 1.0 |
三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
大肠俞 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 |
15.31531532 |
76.47058824 |
1.845268542 |
气海 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
气海 = 1.0 |
关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
上巨虚 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
15.31531532 |
76.47058824 |
1.10236822 |
三阴交 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
三阴交 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
3.264705882 |
大肠俞 = 1.0 |
三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
1.845268542 |
气海 = 1.0 |
关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
2.496539792 |
上巨虚 = 1.0 |
中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
15.31531532 |
76.47058824 |
1.10236822 |
上巨虚 = 1.0 |
关元 = 1.0 and 足三里 = 1.0 |
18.91891892 |
76.19047619 |
1.098330241 |
上巨虚 = 1.0 |
关元 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
18.91891892 |
76.19047619 |
1.098330241 |
上巨虚 = 1.0 |
支沟 = 1.0 |
32.43243243 |
75 |
1.081168831 |
大肠俞 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 |
18.01801802 |
75 |
1.809782609 |
足三里 = 1.0 |
气海 = 1.0 and 上巨虚 = 1.0 |
21.62162162 |
75 |
1.632352941 |
上巨虚 = 1.0 |
支沟 = 1.0 and 足三里 = 1.0 |
25.22522523 |
75 |
1.081168831 |
足三里 = 1.0 |
大肠俞 = 1.0 and 上巨虚 = 1.0 |
28.82882883 |
75 |
1.632352941 |
大肠俞 = 1.0 |
关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
18.01801802 |
75 |
1.809782609 |
足三里 = 1.0 |
气海 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0 |
21.62162162 |
75 |
1.632352941 |
上巨虚 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 |
18.01801802 |
75 |
1.081168831 |
上巨虚 = 1.0 |
支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
25.22522523 |
75 |
1.081168831 |
上巨虚 = 1.0 |
支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0 |
18.01801802 |
75 |
1.081168831 |