Skip to main content
Fig. 4 | Journal of Translational Medicine

Fig. 4

From: Multi-parametric MRI phenotype with trustworthy machine learning for differentiating CNS demyelinating diseases

Fig. 4

Results of model-level interpretation. LoG Laplace of Gaussian, MPR magnetization-prepared rapid gradient-echo, EDSS expanded disease severity scale; A Visualization of feature contribution for all individual cases. Each vertical line corresponds to interpretation for individual diagnosis. Red represents a diagnosis of MS, blue for NMO. B Summary plot of feature contribution for all individual cases. C Mean contribution of features in the multi-parametric phenotype. DF Relationship between feature value and feature importance. The straight lines were obtained through curve fitting with linear regression

Back to article page