Table 1:
The top 10 features identified by the models for MI and T2DM
| MI | T2DM | ||
|---|---|---|---|
| Feature | Weight | Feature | Weight |
| cid:infarction | 0.0208 | cid: diabetes mellitus | 0.1031 |
| cid:onset of illness | 0.0101 | cid: metformin | 0.0455 |
| cid:cardiac arrhythmia | 0.0098 | Lab: GLUCOSE BY METER: high | 0.0332 |
| cid:coronary artery bypass surgery | 0.0085 | Lab: GLUCOSE, SER/PLAS: high | 0.0262 |
| cid:lasix | 0.0079 | cid: absence of sensation | 0.0184 |
| cid:bypass | 0.0067 | cid: edema | 0.0015 |
| cid:cerebrovascular accident | 0.0061 | cid: history of previous events | 0.0011 |
| cid:lupus erythematosus | 0.0058 | cid: mass of body structure | 0.0010 |
| lab:CK, MB (MASS):normal | 0.0051 | cid: skin appearance (normal) | 0.0008 |
| code:414.01(Coronary atherosclerosis of native coronary artery) | 0.0049 | cid: follow-up status | 0.0007 |