Figure 6.

White matter injury detection performance. Receiver operating characteristic (ROC) curves for detecting PWMLs in all of the 40 neonates investigated using the three approaches tested here. (A) Curves stretched to the top left corner indicated better performance. An age dependence on AUC values is evident without the model (B) and reduces substantially when using the Gaussian process (GP) model (B). Specifically, PWML detection performance improves in an age-dependent fashion when using a Gaussian process model (C, top). Outlier detection improves detection performance further (C, middle and bottom).