The heuristic planner is an algorithm that defines the data augmentation hyperparameters and spatial size based on the available GPU memory. To do this, the algorithm reads several images from the studies and checks spacing, spatial size, max intensity and min intensity. To activate this, the user should set in 'true' the flag heuristic_planner when starting the App.