From: Prediction of neonatal deaths in NICUs: development and validation of machine learning models
Variables | Missing data in dead class (N) | Missing data in survived class (N) | Total |
---|---|---|---|
Birth Weight (BW) | 1 | 8 | 9 |
Gestational Age (GA) | 2 | 10 | 12 |
Prenatal care | 0 | 2 | 2 |
Mother disease | 0 | 1 | 1 |
Steroid therapy | 1 | 1 | 2 |
Surfactant administration | 1 | 0 | 1 |
Pulmonary hemorrhage | 1 | 1 | 2 |
Congenital malformation | 1 | 1 | 2 |
Necrotizing EnteroColitis (NEC) | 1 | 1 | 2 |
Sepsis | 1 | 1 | 2 |
Intra Ventricular Hemorrhage (IVH) | 1 | 1 | 2 |
Asphyxia | 1 | 1 | 2 |
Intubation | 1 | 0 | 1 |