Table 5.

Radiomics clinical outcome prediction results.

Classification Type	Image Adjustment	Clinical Features	Sensitivity	Specificity	AUC
Ventilation Requirement	Unadjusted	None	0.64 ± 0.07	0.67 ± 0.07	0.72 ± 0.05
		Expert Scores, patient age and sex	0.67 ± 0.08	0.73 ± 0.07	0.77 ± 0.05
	Histogram Matching	None	0.72 ± 0.07	0.72 ± 0.06	0.78 ± 0.05
		Expert Scores, patient age and sex	0.71 ± 0.06	0.71 ± 0.08	0.79 ± 0.04
Mortality	Unadjusted	None	0.72 ± 0.09	0.72 ± 0.08	0.77 ± 0.05
		Expert Scores, patient age and sex	0.79 ± 0.07	0.74 ± 0.09	0.83 ± 0.04
	Histogram Matching	None	0.70 ± 0.09	0.73 ± 0.09	0.78 ± 0.06
		Expert Scores, patient age and sex	0.77 ± 0.08	0.71 ± 0.09	0.80 ± 0.06

Bold text indicates highest metrics obtained.