File size: 1,030 Bytes
6b89604
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "classes": [
    "Myocarditis",
    "Cardiomyopathy",
    "Kawasaki",
    "CHD",
    "Healthy"
  ],
  "class_idx": {
    "Myocarditis": 0,
    "Cardiomyopathy": 1,
    "Kawasaki": 2,
    "CHD": 3,
    "Healthy": 4
  },
  "icd_map": {
    "I40.0": "Myocarditis",
    "I40.9": "Myocarditis",
    "I41.4": "Myocarditis",
    "I42.0": "Cardiomyopathy",
    "I42.2": "Cardiomyopathy",
    "I42.9": "Cardiomyopathy",
    "Q28.4": "Cardiomyopathy",
    "M30.3": "Kawasaki",
    "Q21.1": "CHD",
    "Q21.2": "CHD",
    "Q21.3": "CHD",
    "Q22.1": "CHD",
    "Q25.0": "CHD",
    "Q25.6": "CHD",
    "I27.9": "CHD"
  },
  "data_format": "hdf5",
  "hdf5_files": {
    "raw": "ecg_windows_raw.h5",
    "balanced": "ecg_data_smote.h5"
  },
  "balancing": {
    "smote_classes": [
      "Cardiomyopathy",
      "Kawasaki"
    ],
    "undersampled_classes": [
      "Healthy"
    ],
    "target_samples": {
      "Myocarditis": null,
      "Cardiomyopathy": 1011,
      "Kawasaki": 1011,
      "CHD": null,
      "Healthy": 5000
    }
  }
}