Table 1.

Performance of time-to-event models.

Model	Time-dependent concordance index, mean (95% CI)	Integrated Brier score, mean (95% CI)
Cox proportional hazards	0.781 (0.771-0.791)	0.098 (0.095-0.100)
Random survival forest	0.786 (0.776-0.796)	0.096 (0.094-0.099)
Gradient boosting machine	0.787 (0.775-0.799)	0.100 (0.097-0.102)
DeepSurv	0.787 (0.776-0.798)	0.097 (0.095-0.100)
DeepHit	0.789 (0.779-0.799)	0.108 (0.101-0.114)
Cox-Timea	0.787 (0.776-0.798)	0.097 (0.095-0.099)
Neural multitask logistic regression	0.786 (0.776-0.796)	0.098 (0.086-0.101)

^aNeural net-extended time-dependent Cox.