Table 2.
An overview of each risk factor tag used in the shared task dataset.
| Risk factor tags | Indicator | Time attribute | Number | |
|---|---|---|---|---|
| Traning data | Testing data | |||
|
(a) Tag: CAD Indicator |
Mention, event, test, symptom | Time | 1186 | 784 |
|
(b) Tag: DIABETES Indicator |
Mention, high A1C, high glucose | Time | 1695 | 1180 |
|
(c) Tag: HYPERLIPIDEMIA Indicator |
Mention, high cholesterol, high LDL | Time | 1062 | 751 |
|
(d) Tag: HYPERTENSION Indicator |
Mention, high blood pressure | Time | 1926 | 1293 |
|
(e) Tag: OBESE Indicator |
Mention, high BMI | Time | 433 | 262 |
|
(f) Tag: MEDICATION Type (type1) |
ACE inhibitor, amylin, anti-diabetes, ARB, aspirin, beta-blocker, calcium channel blocker, diuretic, DPP4 inhibitors, ezetimibe, fibrate, GLP1 agonist, insulin, meglitinide, metformin, niacin, nitrate, obesity medications, statin, sulfonylurea, thiazolidinedione, thienopyridine | Time | 8638 | 5674 |
|
(g) Tag: SMOKER Status |
Current, past, ever, never, unknown | NA | 771 | 512 |
|
(h) Tag: FAMILY_HIST Indicator |
Present Not present |
NA | 790 | 514 |
The number of training and testing sets at the annotation level, and the indicators related to each risk factor for heart disease detection.