Table 2.
The co-occurring diagnoses and complaints in each domain-specific network, listed by their prevalence in the test sets. 0% indicates the co-occurrence was only present in the training set. These were used as evidence as they appeared in the test cases, and were not part of the predictive evaluation.
| Pregnancy, Inpatient | Back pain, ED | Hypertension, UVC | Medical ICU | ||||
|---|---|---|---|---|---|---|---|
| Postpartum | 89% | Vehicle Accident | 4% | Med Refill | 27% | Hypotension | <1% |
| Cesarean Section | 4% | Neck Pain | 3% | Diabetes Mellitus | 16% | AIDS | 0% |
| Spont Vag Delivery | 2% | Abdominal Pain | 3% | Back Pain | 6% | Drug Abuse | 0% |
| Tubal Ligation | 1% | Chest pain | 2% | Abscess | 6% | Diabetes Mellitus | 0% |
| Pre-Eclampsia | 1% | UTI | 2% | Coronary Artery Disease | 4% | Encephalopathy | 0% |
| Preterm Labor | 1% | Headache | 1% | Toothache | 4% | Anemia | 0% |
| Abdominal Pain | 1% | Knee Pain | 1% | Cellulitis | 4% | Hypoglycemia | 0% |
| C-Section Repeat | <1% | Hypertension | 1% | Headache | 3% | Hypokalemia | 0% |
| Failed Induction | <1% | Med Refill | 1% | COPD | 3% | Sepsis | 0% |
| Failed induction | 0% | Shoulder Pain | <1% | Hyperlipidemia | <1% | ||