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Table 4 AU-ROCs for the CV models. Average AU-ROCs of the DBNs obtained from the CV computed for each simulated time to MITOS impairment and predicted survival time

From: A Dynamic Bayesian Network model for the simulation of Amyotrophic Lateral Sclerosis progression

AU-ROC

mean ± standard deviation

 

Months

Outcomes

12

24

36

42

MITOS Movement

0.91 ± 0.09

0.82 ± 0.04

0.84 ± 0.05

0.87 ± 0.07

MITOS Communicating

0.89 ± 0.09

0.71 ± 0.14

0.77 ± 0.07

0.81 ± 0.08

MITOS Swallowing

0.63 ± 0.32

0.77 ± 0.11

0.81 ± 0.07

0.84 ± 0.11

MITOS Breathing

0.63 ± 0.51

0.66 ± 0.06

0.75 ± 0.08

0.84 ± 0.08

Survival time

0.87 ± 0.18

0.77 ± 0.11

0.85 ± 0.04

0.85 ± 0.07