TABLE I.
Statistics of datasets. The ratio of positive cases is shown in the round brackets. The mortality data have binary labels, and the phenotyping data have 25-dimensional multi-labels.
#Train | #Validation | #Test | |
---|---|---|---|
| |||
Mortality | 14,681 (13.53%) | 3,222 (13.53%) | 3,236 (11.56%) |
Phenotyping | 29,250 (16.54%) | 6,371 (16.31%) | 6,281 (16.53%) |