Table 1.
Description of the five experimental patient populations. For each population, we describe the ICD-9 and ICD-10 diagnosis codes associated. Moreover, we present the number of case and control patients for each population and the total number of non-zero features on their records that were included in the model.
| Any Stage | Stage 3 | Stage 4 | Stage 5 | ESRD | |
|---|---|---|---|---|---|
| ICD-9 Code(s) | 585-585.9 | 585.3 | 585.4 | 585.5 | 585.6 |
| ICD-10 Code(s) | N18-N18.9 | N18.3 | N18.4 | N18.5 | N18.6 |
| # Features | 9,288 | 5,037 | 6,662 | 5,864 | 6,974 |
| # Cases | 38 | 10 | 15 | 12 | 17 |
| # Controls | 363 | 100 | 148 | 117 | 165 |
| Total Patients | 401 | 110 | 163 | 129 | 182 |