We present a case of atypical presentation of secondary syphilis with extensive lymph node involvement and pulmonary lesions, initially suspected as lymphoma. The patient presented with weight loss, ...

Abstract: In this paper, we present a data augmentation method that generates synthetic medical images using Generative Adversarial Networks (GANs). We propose a training scheme that first uses ...

Abstract: Medical image segmentation plays a crucial role in diagnosis analysis and disease treatment. However, the boundaries of most lesion areas are blurred, and there are significant differences ...