刘丽，博士，助理研究员，硕士生导师，主要从事最小测地线模型及其在医学图像分析中的应用研究。目前，主持国家自然科学基金青年项目1项，山东省自然科学基金青年项目1项，校（院）级项目2项，入选上海市青年科技人才“杨帆计划” 。在计算机视觉和图像处理领域的主流期刊和会议上发表论文10余篇。
研究方向：医学图像处理、人工智能
承担科研项目情况
1.国家自然科学基金青年项目，基于拓扑感知测地线模型的复杂管状结构快速追踪算法研究， 2021/01-2024/12年，30万元，1/1，负责人
2.山东省自然科学基金青年项目，基于测地线模型的管状结构中心线快速智能追踪算法研究，2021/01-2024/12年，15万元，1/1，负责人
部分代表性论文
[1] Li Liu, Da Chen, Minglei Shu*, Baosheng Li, Huazhong Shu, Michel Paques and Laurent D. Cohen. Trajectory Grouping With Curvature Regularization for Tubular Structure Tracking[J]. IEEE Transactions on Image Processing, 2021, 31: 405-418.
[2] Li Liu, Mingzhu Wang, Shuwang Zhou, Minglei Shu*, Laurent D. Cohen, Da Chen. Curvilinear Structure Tracking Based on Dynamic Curvature-penalized Geodesics[J]. Pattern Recognition, 134, 2022,109079.
[3] Li Liu, Da Chen, Laurent Cohen, Jiasong Wu, Michel Paques, Huazhong Shu*. Anisotropic Tubular Minimal Path Model with Fast Marching Front Freezing Scheme[J]. Pattern Recognition, 104, 2020, 107349.
[4] Li Liu, Jiasong Wu, Dengwang Li, Lotfi Senhadji, Huazhong Shu*. Fractional Wavelet Scattering Network and Applications[J]. IEEE Transactions on Biomedical Engineering, 2018, 66(2): 553-563.
[5] Li Liu, Simon S. Gao, Steven T. Bailey, David Huang, Dengwang Li*, and Yali Jia*. Automated choroidal neovascularization detection algorithm for optical coherence tomography angiography[J]. Biomedical optics express, 2015, 6(9): 3564-3576.
[6] Simon S. Gao, Li Liu, Steven T. Bailey, Christina J. Flaxel, David Huang, Dengwang Li*, and Yali Jia*. Quantification of choroidal neovascularization vessel length using optical coherence tomography angiography[J]. Journal of biomedical optics, 2016, 21(7): 076010.
[7] Dengwang Li*, Li Liu, Jinhu Chen, Hongsheng Li, Yong Yin, Bulat Ibragimov and Lei Xing. Augmenting atlas-based liver segmentation for radiotherapy treatment planning by incorporating image features proximal to the atlas contours[J]. Physics in Medicine & Biology, 2016, 62(1): 272.
[8] Dengwang Li*, Li Liu, Daniel S. Kapp and Lei Xing. Automatic liver contouring for radiotherapy treatment planning[J]. Physics in Medicine & Biology, 2015, 60(19): 7461.
