Table 3.
Downstream task observation splits
CUIMC |
MIMIC |
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
ICD |
SDH |
ICD |
SDH |
||||||||
Training | Validation | Test | Training | Validation | Test | Training | Validation | Test | Training | Validation | Test |
28 000 | 14 000 | 12 000 | 3000 | 625 | 689 | 24 000 | 1600 | 3.3 000 | 91 | 37 | 56 |
CUIMC: Columbia University Irving Medical Center; ICD: International Classification of Diseases; MIMIC: Medical Information Mart for Intensive Care; SDH: social determinants of health.