forked from shinykorea/corona-triage
-
Notifications
You must be signed in to change notification settings - Fork 2
/
generateSample.R
executable file
·162 lines (141 loc) · 3.76 KB
/
generateSample.R
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
generate = function(day){
# 성별
S = rep(sample(c('M','F'),1),day)
# 나이
A = rep(sample(20:85, 1),day)
# 기저질병
D = rep(sample(c(TRUE, FALSE), 1),day)
## 체온
T = sample(c(0,1,2,3), day, replace = TRUE, prob = c(0.6,0.2,0.1,0.1))
T = sapply(T, function(i){
if(i==3){ # <= 35.0
return(sample(seq(34,35,0.1), 1))
}
else if(i==2){
high = sample(c(TRUE,FALSE),1)
if(high){ # high, 39.1 >=
return( sample(seq(39.1,39.5,0.1),1))
}
else{ # low, 35.1 ~ 36
return( sample(seq(35.1,36,0.1), 1) )
}
} else if( i==1){
return( sample(seq(38.1,39.1,0.1),1) )
}
return(sample(seq(36.1,38.1,0.1),1)) # 0
})
## 심폐기능
CF = sample(c(0,1,2,3), day, replace = TRUE, prob = c(0.6,0.2,0.1,0.1))
CF = sapply(CF, function(i){
if(i==0){ # ALL Should 0
return(c(0,0,0,0))
}
if(i==1){
cnt = sample(1:4,1) # cnt
return( sample(c(rep(1,cnt), rep(0,4-cnt))) )
}
if(i==2){
cnt = sample(1:4,1) # 2 cnt
return( sample( c(rep(2,cnt), rep(sample(c(0,1),size = 4-cnt, replace = TRUE))) ) )
}
if(i==3){
cnt = sample(1:4,1) # 3 cnt
return( sample( c(rep(3,cnt), rep(sample(c(0,1,2),size = 4-cnt, replace = TRUE))) ) )
}
})
rownames(CF) = c('HB', 'O', 'BC', 'P')
# 호흡곤란
HB = sapply(CF['HB',], function(i){
if(i <= 1 ){ # 0 or 1
return(rep(FALSE,7))
}
if(i==2){
return(c(TRUE, rep(FALSE,6)))
}
if(i==3){
cnt = sample(1:6,1)
return( c(sample(c(TRUE,FALSE),1), sample(c(rep(TRUE, cnt), rep(FALSE, 6-cnt))) ) )
}
})
# 호흡곤란호소, 심한 호흡곤란, 가슴통증, 실신, 고열-몸살-기침, 파란입술, 호흡곤란 심화
rownames(HB) = c('HB', 'DHB', 'CP', 'F', 'C', 'BL', 'HHB')
# 산소포화도
O = sapply(CF['O',], function(i){
if(i<=1){ # 95.1 ~ 100
return(sample(seq(95.1,100,0.1),1))
}
if(i==2){ # 93.1 ~ 95
return(sample(seq(93.1,95,0.1),1))
}
if(i==3){ # 92 ~ 93
return(sample(seq(92,93,0.1),1))
}
})
# 호흡수
BC = sapply(CF['BC',], function(i){
if(i<=1){
return(sample(12:20,1))
}
if(i==2){
high = sample(c(TRUE, FALSE), 1)
if(high){
return(sample(21:24,1))
}
return(sample(9:11,1))
}
if(i==3){ # >=25, <=8
high = sample(c(TRUE, FALSE), 1)
if(high){
return(sample(25:30,1))
}
return(sample(5:8,1))
}
})
# 맥박
P = sapply(CF['P',], function(i){
if(i <= 1){
return(sample(51:100,1))
}
if(i==2){
high = sample(c(TRUE, FALSE),1)
if(high){
return(sample(101:110,1))
}
return(sample(41:50,1))
}
if(i==3){
high = sample(c(TRUE, FALSE),1)
if(high){
return(sample(111:130,1))
}
return(sample(30:40,1))
}
})
P = sample(90:120, day, replace = TRUE)
## 의식수준
CO = sample(c(0,3), size = day, replace = TRUE, prob = c(0.95,0.05))
CO = sapply(CO, function(i){
if(i==3){
return(FALSE)
}
return(TRUE)
})
## 심리상태
M = sample(c(0,1,2,3), day, replace = TRUE, prob = c(0.6,0.2,0.1,0.1))
# 두근거림, 발한, 몸떨림, 질식, 가슴불편, 복부불편, 어지러움, 감각이상, 두려움-공포
M = sapply(M, function(i){
if(i==0){ # 0 TRUE
return(rep(FALSE, 9))
}
if(i==1){ # 1 ~ 3 TRUE
cnt = sample(1:3,1)
}
else if(i>=2){
cnt = sample(4:9,1)
}
return(sample( c(rep(TRUE, cnt), rep(FALSE, 9-cnt))) )
})
rownames(M) = c('PO', 'PE', 'TR', 'CH', 'CC', 'AC', 'W', 'SA', 'FE')
res = data.frame(S, A, D, T, t(HB), O, BC, P, CO, t(M))
datatable(res, rownames = FALSE)
}