庄明睿

个人简介：                                                                                                                                     

庄明睿，博士，

从本科开始从事医学图像处理研究，曾独立开发了一款名为AnatomySketch（AS）的医学图像分割标注和处理软件。

研究方向：

1、医学图像处理中的人工智能算法研究

2、解剖信息引导的三维医学图像处理算法研究

科研情况：

主持博士后面上项目，参与国家自然科学面上项目等国家级、省部级课题多项。

教育经历：

2017.9-2024.9  大连理工大学-生物医学工程学院-博士

2013.9-2017.6  大连理工大学-生物医学工程学院-学士

工作经历：

2024.9-今  大连理工大学-博士后

论文成果：

[1] Mingrui Zhuang, Zhonghua Chen, Hongkai Wang*, Hong Tang, Jiang He, Bobo Qin, Yuxin Yang, Xiaoxian Jin, Mengzhu Yu, Baitao Jin, Taijing Li, Lauri Kettunen. AnatomySketch: an extensible open-source software platform for medical image analysis algorithm development. Journal of Digital Imaging, 2022, 35(6): 1623-1633.

[2] Mingrui Zhuang, Zhonghua Chen, Hongkai Wang*, Hong Tang, Jiang He, Bobo Qin, Yuxin Yang, Xiaoxian Jin, Mengzhu Yu, Baitao Jin, Taijing Li, Lauri Kettunen. Efficient contour-based annotation by iterative deep learning for organ segmentation from volumetric medical images. International Journal of Computer Assisted Radiology and Surgery, 2023, 18(2).

[3] Mingrui Zhuang, Zhonghua Chen, Yuxin Yang, Lauri Kettunen, Hongkai Wang*. Annotation-efficient training of medical image segmentation network based on scribble guidance in difficult areas. International Journal of Computer Assisted Radiology and Surgery, 2023: 1-10.

[4] Mingrui Zhuang, Rui Xu, Qinhe Zhang, Ailian Liu, Xin Fan, Hongkai Wang*. Anatomical Embedding-Based Training and Finetuning for Medical Image Segmentation Foundation Models[C]. MICCAI 2024 2nd International Workshop on Foundation Models for General Medical AI. 2024.

[5] Hongkai Wang, Yang Tian, Yang Liu, Zhaofeng Chen, Haoyu Zhai, Mingrui Zhuang, Nan Zhang, Yuanfang Jiang, Ya Gao, Hongbo Feng, Yanjun Zhang*. Population-specific brain [18F]-FDG PET templates of Chinese subjects for statistical parametric mapping. Scientific Data, 2021, 8(1).