个人简历：
Senior scientist, United Imaging Intelligence, Shanghai
研究领域：
Medical image analysis, machine learning-based disease-assisted diagnosis, medical image-guided medical robot-assisted treatment
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 Oncology, 29 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 Liu，Lei 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.
