Fig. 1From: A novel generative adversarial networks modelling for the class imbalance problem in high dimensional omics dataStudy Workflow. Flowchart summarising the methodology of the study. Each of the 3 main parts of the study are highlighted in different colours. “Pre-training” is red, re-training is green, and validation is purple. Generative adversarial network (GAN); area under the receiver operating characteristic curve (auroc)Back to article page