陈磊
博士
特聘研究员
研究方向:智能医学
邮件:lei.chen@uii-ai.com
工作单位:上海联影智能医疗科技有限公司
个人简历
研究领域
代表性论文


个人简历:

上海联影智能医疗科技有限公司,资深科学家;中国生物医学工程学会青委会委员。2009年毕业于荷兰埃因霍温科技大学生物医学工程系,获硕士学位。2013年毕业于德国吕贝克大学计算机专业,获博士学位,博士论文专注于帕金森疾病的智能辅助诊断研究。2014-2016年在美国约翰斯霍普金斯大学进行博士后研究,加入美国医疗机器人之父 Russel H. Taylor 博士的实验室,主要从事医学图像引导的医疗机器人应用研究。2016年回国,入职沈阳东软医疗系统股份有限公司,任临床应用事业部首席科学家。2019年加入上海联影智能医疗科技有限公司,资深科学家。社会任职包括中国生物医学工程学会青委会委员、医学人工智能分会委员。国家重点研发计划“辽宁省创新诊疗装备区域应用示范”项目 (2017YFC0114209)课题九负责人,主持和参与10余项省市级科研项目。研究兴趣包括智能医学影像云及大数据平台、呼吸系统疾病一站式智能诊断、沉浸式虚拟现实技术和深度学习技术在医疗中的创新应用等。目前发表论文近40篇,申请专利20余项,授权4项。


研究领域:

智能医学影像云及大数据平台、呼吸系统疾病一站式智能诊断、沉浸式虚拟现实技术和深度学习技术在医疗中的创新应用等。




代表性论文:

1、Guangwen Zhang, Lei Chen, Aie Liu, Xianpan Pan, Jun Shu, Ye Han, Yi Huan, and Jinsong Zhang. Comparable Performance of Deep Learning-based to Manual-based Tumor Segmentation in KRAS/NRAS/BRAF Mutation Prediction with MR-based Radiomics in Rectal Cancer. Frontiers in Oncology29 July 2021.

2、Yi Xiao, Xiang Wang, Qingchu Li, Rongrong Fan, Rutan Chen, Ying Shao, Yanbo Chen, Yaozong Gao, Aie Liu, Lei Chen, Shiyuan Liu, A Cascade and Heterogeneous Neural Network for CT Pulmonary Nodule Detection and Its Evaluation on both Phantom and Patient Data, Computerized Medical Imaging and Graphics, 2021.

3、Huanhuan Chong, Yuda Gong, Xianpan Pan, Aie Liu, Lei Chen, Chun Yang, Mengsu Zeng. Peritumoral Dilation Radiomics of Gadoxetate Disodium-Enhanced MRI Excellently Predicts Early Recurrence of Hepatocellular Carcinoma without Macrovascular Invasion After Hepatectomy. J Hepatocell Carcinoma. 2021;8: 545-563.

4、Xiang Hong Meng, Di Jia Wu, Zhi Wang, Xin Long Ma, Xiao Man Dong, Ai E LiuLei Chen. A fully automated rib fracture detection system on chest CT images and its impact on radiologist performance. Skeletal Radiol (2021).

5、Zenghui Cheng, Le Qin, Qiqi Cao, Jianyi Dai, Ashan Pan, Wenjie Yang, Yaozong Gao, Lei Chen, Fuhua Yan, Quantitative computed tomography of the coronavirus disease 2019 (COVID-19) pneumonia, Radiology of Infectious Diseases, 2025、Qiang Li, Lei Chen, Xiangju Li, Xiaofeng lv, Shuyue Xia, Yan Kang. PRF-RW: A Progressive Random Forest-based Random Walk Approach for Interactive Semi-automated Pulmonary Lobes Segmentation. The International Journal of Machine Learning and cybernetics (2019).

6、Qiang Li, Lei Chen, Xiangju Li,Shuyue Xia, Yan Kang. An improved random forests approach for interactive lobar segmentation on emphysema detection. Granular Computing Journal. (2019).

7、Devin Coon, Lei Chen, Emad M Boctor, Jerry L Prince, and Branko Bojovic. Proof-of-concept studies for marker-based ultrasound doppler analysis of microvascular anastomoses in a modified large animal model. Journal of reconstructive microsurgery, 32(4): 251—255, May 2016.

8、Asoni, M. Ketcha, N. Kuo, L. Chen, E. M. Boctor, and J. L. Prince D. Coon. Bmode ultrasound pose recovery via surgical fiducial segmentation and tracking. In SPIE Medical Imaging, pages 94152C–94152C–8. International Society for Optics and Photonics, 2015.

9、Lei Chen, Shengjun Wang, Yan Kang, and Quanlu Zheng. A 3d topological thinning algorithm based CT image and its medical applications in cardio cad. China Journal of Computer Applications, 27:406–410, 2007.