Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review
Deep learning has become a popular tool for medical image analysis, but the limited availability of training data remains a major challenge, particularly in the medical field where data acquisition can be costly and subject to privacy regulations.Data augmentation techniques offer a solution by artificially increasing the number of training samples