Ziheng Zhao

MRGen: Segmentation Data Engine For Underrepresented MRI Modalities

Training medical image segmentation models for rare yet clinically important imaging modalities is challenging due to the scarcity of annotated data, and manual mask annotations can be costly and labor-intensive to acquire. This paper investigates leveraging generative models to synthesize data, for…