Research Article

The Concept of Sasang Health Index and Constitution-Based Health Assessment: An Integrative Model with Computerized Four Diagnosis Methods

Table 8

The significant variables and their coefficients (α) for the SHIcomp model of individual diagnostic components, as determined by the LASSO regression method.

SC typeFacePulseSkinVoiceQuestionnaire
VariableαVariableαVariableαVariableαVariableα

TE(Intercept)
FhL_Cr_std
ChLD_Y_std
Nose_Y_avg
63.28
2.75
−1.18
3.36
(Intercept)
L_PVI
L_PPW_PVI
L_Adias_HR75
L_PSD_w3_w1
R_PDI
R_Adias_HR75
R_PSD_w7_w1
59.89
1.62
−2.71
2.53
3.74
−2.19
0.56
0.54
(Intercept)
Wrinkle_hand
Wrinkle_arm_L
61.22
−4.98
−1.45
0.42
(Intercept)
aPPQ
eBW1
eF2
oF2
oBW2
sF10
61.23
−4.54
−4.29
0.29
1.08
−1.24
4.07
(Intercept)
Exercise capability
Digestion
Sleep habits
Extroversion and broad-mindedness
61.23
4.65
0.30
3.78
2.45

SE(Intercept)
FhL_Y_avg
FhL_Y_std
FhW_Y_std
ChRU_Cb_std
ChRW_Cb_std
ChLU_Cr_std
68.53
0.89
−0.26
−7.35
−3.76
−0.16
−2.24
(Intercept)
L_PDI
68.90
−4.83
(Intercept)67.71(Intercept)67.60(Intercept)
Self-estimation of health state
Exercise capability
Digestion
Sleep habits
Unhealthy period
67.60
2.52
7.36
3.02
2.06
3.83

SY(Intercept)
FhR_Cb_std
ChRU_Cb_avg
ChRD_Y_std
74.35
−1.87
1.19
−3.07
(Intercept)
L_t4
L_Aall_HR75
73.15
1.16
0.15
(Intercept)
E
73.98
1.88
(Intercept)
sFHL
74.28
−1.79
(Intercept)
Self-estimation of health state
Discomfort after eating, defecation, and urination
Eating habits
Extroversion and broad-mindedness
Unhealthy period
74.28
4.11
1.46
−4.01
−2.49
0.92