Fig. 7: Model training and inference.

a Schematic of 2D model training setup using 3D MRIs. b Schematic of model multi-view ensemble for inference. The setup for the 3D CNN only differed in that the entire preprocessed MRI volume was input directly into the model, then the output was fed into the classifier & sigmoid layers.