Qixiang Ma earned his PhD of image, signal, vision from Université de Rennes in 2024 and his master’s degree from Southeast University in 2020. In 2024, he served as a postdoctoral fellow at Université de Rennes. Currently, he is a postdoctoral fellow at Chinese University of Hong Kong (CUHK). His research primarily focuses on deep learning based medical image processing, with a particular emphasis on the analysis of endoscopic ultrasound videos for detection tasks, foundation-model-based surgical video processing, as well as the study of aortic structures in CT and MRI imaging.