Object With the development of deep learning, the number of training samples for medical
image-based diagnosis and treatment models is increasing. Generative Adversarial …

Generative adversarial networks (GANs) and their variants as an effective method for
generating visually appealing images have shown great potential in different medical …

Segmentation of the left ventricle is a key approach in Cardiac Magnetic Resonance
Imaging for calculating biomarkers in diagnosis. Since there is substantial effort required …

Objective. Training data with annotations are scarce in the intelligent diagnosis of
retinopathy of prematurity (ROP), and existing typical data augmentation methods cannot …

Object: With the development of deep learning, the number of training samples for medical
image-based diagnosis and treatment models is increasing. Generative Adversarial …