研究成果

主要发表论文:

(1) Li Yang, Shen Qiannan, Jiang Mingfeng*, et al. Accelerating Dynamic MRI Reconstruction Using Adaptive Sequentially Truncated Higher-Order Singular Value Decomposition[J]. Current Medical Imaging, 2022, 18(7): 719-730. 

(2) Jiang Mingfeng, Yan Bin, Li Yang*, et al. Image Classification of Alzheimer's Disease Based on External-Attention Mechanism and Fully Convolutional Network[J]. Brain Sciences, 2022, 12(3): 319.

(3) Yan Bin, Li Yang, Li Lin, et al. Quantifying the Impact of Pyramid Squeeze Attention Mechanism and Filtering Approaches on Alzheimer's Disease Classification[J]. Computers in Biology and Medicine, 2022. 

(4) Jiang Mingfeng*, Gu Jiayan, Li Yang, et al. HADLN: Hybrid attention based deep learning network for automated arrhythmia classification[J]. Frontiers in Physiology, 2021, doi: 10.3389/fphys.2021.683025. 

(5) Jiang Mingfeng, Shen Qiannan, Li Yang*, et al. Improved Robust Tensor Principal Component Analysis for Accelerating Dynamic MR Imaging Reconstruction[J]. Medical & Biological Engineering & Computing, 2020, 58(7): 1483-1498. 

(6) Li Yang, Liang Wei*, Zhang Yinlong, Tan Jindong. Automatic Global Level Set Approach for Lumbar Vertebrae CT Image Segmentation[J]. BioMed Research International, 2018, 2018: Article ID 6319879. 

(7) Zhang Yinlong, Liang Wei*, Li Yang, An Haibo, Tan Jindong. Robust Orientation Estimate via Inertial Guided Visual Sample Consensus[J]. Personal and Ubiquitous Computing, 2018, 22(2): 259-274.

(8) Yuan Xiaojun, Jiang Mingfeng, Zhu Lingyan, Li Yang*, et al. The application of plug-and-play ADMM framework and BM3D denoiser for compressed sensing MR image reconstruction[J]. International Journal of Computer Applications in Technology, 2021, 65(4):304-315.

(9) 李杨, 梁炜*, 张吟龙, 安海博, 谈金东. 基于层级循环神经网络的术中X线图像腰椎自动识别[J]. 计算机辅助设计与图形学学报, 2019, 31(1):132-140.

(10) 蒋明峰*, 支明豪, 李杨, 李铁强, 张鞠成. 基于自注意力机制生成对抗网络的超分辨率磁共振图像重建[J]. 中国科学: 信息科学, 2020, 51(6): 959-970.

(11) 袁子晗, 蒋明峰, 李杨, 支明豪, 朱志军. 基于DAWGAN-GP的磁共振图像重构方法研究[J]. 电子学报, 2020, 48(10): 1883-1890.

(12) 蒋明峰*, 鲁薏, 李杨, 项宜坤, 张鞠成, 王志康. 基于金字塔卷积结构的深度残差网络心电信号分类方法研究[J]. 生物医学工程学杂志, 2020, 37(4): 692-698.

获得授权专利:

梁炜, 李杨, 郑萌, 谈金东, 彭士伟. 一种基于曲率特征递归神经网络的三维目标识别方法[P], CN108154066B.

参与编写专著:

李文书,吴奇石,李杨 等编著,《大数据、数据挖掘理论与应用实践》,北京大学出版社,2020年.

姓名:李杨

性别:男

所在部门:信息学院

行政职务:

专业技术职务:讲师

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所属学科


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