医学人工智能团队成员—刘丽

发布者:hhxx发布时间:2023-12-29浏览次数:68

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.