Figure 2:

Flow diagram for recruitment and analysis of patients with PH. Cardiac MR images were segmented and analyzed in 256 eligible patients. In the training phase, supervised machine learning was used to discover patterns of RV function associated with outcome. Predictive performance of multivariable risk models was assessed by using eightfold cross-validation to demonstrate the incremental value of computational phenotyping. CMR = cardiovascular MR.