AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development. - Mingrui Zhuang; Zhonghua Chen; Hongkai Wang; Hong Tang; Jiang He; Bobo Qin; Yuxin Yang; Xiaoxian Jin; Mengzhu Yu; Baitao Jin; Taijing Li; Lauri Kettunen (J. Digit. Imaging, 2022)

Efficient contour-based annotation by iterative deep learning for organ segmentation from volumetric medical images. - Mingrui Zhuang; Zhonghua Chen; Hongkai Wang; Hong Tang; Jiang He; Bobo Qin; Yuxin Yang; Xiaoxian Jin; Mengzhu Yu; Baitao Jin; Taijing Li; Lauri Kettunen (Int. J. Comput. Assist. Radiol. Surg., 2023)

Anatomical Embedding-Based Training Method for Medical Image Segmentation Foundation Models. - Mingrui Zhuang; Rui Xu; Qinhe Zhang; Ailian Liu; Xin Fan; Hongkai Wang (MedAGI@MICCAI, 2024)

Annotation-efficient training of medical image segmentation network based on scribble guidance in difficult areas. - Mingrui Zhuang; Zhonghua Chen; Yuxin Yang; Lauri Kettunen; Hongkai Wang (Int. J. Comput. Assist. Radiol. Surg., 2024)