Since medical data are professional, complex, and diverse, sample data are lacking during the development of artificial intelligence in the medical field. In this study, we design and develop a multidimensional medical image data management system for algorithm researchers. The system includes data modules of preprocessing, management, and visualization. It can semi-automatically generate medical image data with classification labels, efficiently manage them, and display their distribution characteristics by graphs or tables.