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教学科研人员

艾玲梅
发布时间:2016-09-18     浏览量:   分享到:

   
艾玲梅
职称/职务:教授
电话:
个人主页:
电子信箱:sjalmsas@snnu.edu.cn
研究方向:智能信息处理、模式识别、测控技术。
办公地点:


个人简介

艾玲梅,44118太阳成城集团教授,博士、硕士生导师,西安交通大学生物医学工程专业博士,美国佛罗里达大学生物医学工程系访问学者。主要研究方向为大数据分析,图像处理,机器学习,智能信息处理等。主持和参与国家自然科学基金面上项目、科技部重点研发子项、陕西省重点产业链、陕西省自然科学基金和各类横向项目共计十多项。发表学术论文70多篇,其中被SCIEIISTPMI40多篇。获授权国家发明专利10项,获陕西省科技进步二等奖一项,是Digital signal processing ,Biomedical signal processing and control 等多个国际知名期刊的固定审稿人,教育部博硕士学位论文评审专家。主持教学改革项目2项,发表核心教学论文多篇,主编教材一部,优秀硕士论文指导老师,研究生建模大赛优秀指导老师。


部分期刊论文2022-2024

1. Ai L*, Bai W, Li M. TDABNet: Three-directional attention block network for the determination

of IDH status in low-and high-grade gliomas from MRI[J]. Biomedical Signal Processing and

Control, 2022, 75: 103574.

2. Ai L*, Yang M, Xie Z. ACTNet: asymmetric convolutional transformer network for diabetic foot ulcers classification[J]. Physical and Engineering Sciences in Medicine, 2022, 45(4): 1175-1181.

3. Ai L*, Xie Z, et al. R-VPCG: RGB image feature fusion-based virtual point cloud generation

for 3D car detection[J]. Displays, 2023, 77: 102390.

4. Ai L*, Xie Z, Yao R, et al. MVTr: multi-feature voxel transformer for 3D object detection[J]. The

Visual Computer, 2024, 40(3): 1453-1466.

5. Li J,Ai L*,Yao R. NVAM-Net: deep learning networks for reconstructing high-quality fiber orientation distributions[J]. Neuroradiology, 2024, 66(7):1177-1187.

6. Ai L*, Shi Y, et al. MFCA-MICNN: a convolutional neural network with multiscalefast channel

attention and multibranch irregular convolution for noise removal in dMRI[J]. Physics in

Medicine & Biology, 2024, 69(21): 215003.

7. Yu H,Ai L*,Yao R,et al.A hybrid network for fiber orientation distribution reconstruction employing multi-scale information[J]. Medical Physics. doi:10.1002/mp.17505.

会议论文

1. Ai L*,Zhang X,Hu X.MPSKT: Multi-head ProbSparse Self-Attention for Knowledge Tracing

[C]//Proceedings of the 6th International Conference on Computer Science and Application

Engineering. 2022: Article No 33, 1-5.

2. Ai L*, Yang M, Xie Z. Improved Residual Connection Network for Diabetic Foot Ulcers

Classification[C]//Proceedings of the 6th International Conference onComputer Science and

Application Engineering. 2022: Article No 46, 1-5.

3. Ai L*, Xie Z, Zhang X. CVPCG: Centrosymmetric Virtual Point Cloud Generation For 3D

Object Detection[C]//Proceedings of the 6th International Conference on Computer Science

and Application Engineering. 2022: Article No 62,1-5.

4. Ai L*,Yu H,Shi Y.FOD-mixer: an MLP-based framework for fiber orientation distribution

reconstruction[C]//Fifth International Conference on Computer Vision and Data Mining

(ICCVDM 2024). SPIE, 2024, 13272: 395-400.

5. Ai L*, Shi Y. CSSLF-BSDFNet: cluster-based semi-supervised framework withblind spot

dense fusion network for DWI[C]//Fifth International Conference on Computer Vision and

Data Mining (ICCVDM 2024). SPIE, 2024, 13272: 401-406.