姓名

邵党国

系、部门

生物医学工程系

职称/职务

副教授

导师类别

硕士生导师

学位

博士研究生

电话

0871-65916642

电子邮箱

23014260@qq.com

办公地点

信自楼109

研究方向

医学信号与图像处理，人工智能与模式识别，

深度学习与文本处理，数据分析与处理。

个人情况简介

博士，副教授，硕导，主要研究方向包括图像处理、自然语言处理和人工智能等。已发表论文50余篇，其中11篇EI检索论文（6篇EI检索杂志论文，5篇EI检索国际会议论文），28篇SCI检索论文（1篇SCI一区刊物，5篇SCI二区刊物，8篇SCI三区刊物，14篇SCI四区刊物）；中文核心期刊11篇，拥有软件著作权4项，出版编著1部。主持国家自然科学基金项目1项，主持国家博士后基金项目1项，主持省级项目2项，参与国家自然科学基金项目4项，参与省级科研项目2项，参与市级科研项目1项；指导在读研究生9名，合作完成软件著作专利8项；中国计算机协会（CCF）会员，担任一些SCI、EI杂志（如Electronics and Telecommunications Research Institute Journal，International Robotics & Automation Journal，Journal of Urology and Nephrology，Journal of Intelligent Systems，IET Image Processing，TheJournal Progress in Artificial Intelligence，Journal of Intelligent & Fuzzy Systems）的审稿人。

学习工作经历

（按时间经历倒序）

2009.09－2012.12 四川大学(研究生)/计算机科学与技术专业 博士

2004.09－2007.01 四川大学(研究生)/软件工程专业 硕士

1999.09－2003.07 成都信息工程大学/计算机科学与技术专业 本科

代表性成果（每类不超过10个）

（1）获奖情况

1、

2、

……

（2）教学/科研项目

1、国家自科基金，基于深度学习的中医文本要素表示和关系分析方法研究，2023.1-2026.12。

2、国家自科基金，基于伪影探测技术的超声弹性成像图像质量提升研究，2018.1-2018.12。

3、云南省科技厅面上项目，分数阶微分在医学超声B模式图像中的应用研究，2017.6-2020.5。

4、国家博士后面上科学基金项目，基于Web的有色金属领域主题搜索关键技术研究，2016.6-2018.5。

（3）论文

1、DangguoShao,Ye Yuan,Yan Xiang, Zhengtao Yu, Paul Liu, and Dong C.Liu, Artifacts detection-based Adaptive filtering to Noise Reduction of Strain Imaging, ULTRASONICS,98(5):99–107,September2019.

[1]Su Shun,Shao Ddangguo*, Ma Lei, et al. ADCL: An attention feature enhancement network based on adversarial contrastive learning for short text classification[J]. Advanced Engineering Informatics, 2025, 65: 103202.(SCI一区)

[2]Shao Dangguo, Yang Hongjuan, Ma Lei, et al. AFPNet: An adaptive frequency-domain optimized progressive medical image fusion network[J]. Biomedical Signal Processing and Control, 2025, 103: 107357.（SCI二区）

[3]Shao Dangguo,ZhangXin,MaLei, et al. MOS-GAN: A U-Net++ based GAN for multi-organ segmentation [J]. Biomedical Signal Processing and Control,2024,95:106405.(SCI二区)

[4]Shao Dangguo,HeZihan,Fan Hongbo,SunKun,Detection of Cattle Key Parts Based onthe Improved Yolov5 Algorithm[J].Agriculture-Basel.2023, 13(6):1110.(SCI二区)

[5]Dangguo Shao,Ye Yuan,Yan Xiang, Zhengtao Yu, Paul Liu, and Dong C.Liu.Artifacts detection-based Adaptive filtering to Noise Reduction of Strain Imaging[J].ULTRASONICS, 2019,98(5):99–107. (SCI二区)

[6]Dangguo Shao,Na Zheng, Zhaoqiang Yang, Zhenhua Chen, Yan Xiang,Yantuan Xian, and Zhengtao Yu*.Domain-Specific Chinese Word Segmentation Based on Bi-Directional Long-Short Term Memory Model[J].IEEE Access，2019，7(1):12993-13002.（SCI二区）

[7]Shao Dangguo,Tang Kaiqiang,Li Jingtao,YiSanli,Ma Lei*,Transformer-based short-term memory attention for enhanced multimodal sentiment analysis[J],VISUAL COMPUTER,2025.4,（SCI三区）

[8]Shao Dangguo, Su Shun, Ma Lei, et al. DA-BAG: A multi-model fusion text classification method combining BERT and GCN using self-domain adversarial training[J]. Journal of Intelligent Information Systems, 2024: 1-21.(SCI三区)

[9]Ma Lei, Li Jingtao,Shao Dangguo*, Yan Jiangkai, Wang Jiawei, Yan Yukun. BCD-MM: Multimodal Sentiment Analysis Model With Dual-Bias-Aware Feature Learning and Attention Mechanisms[J]. IEEE ACCESS, 2024, 12: 74888-74902.（SCI三区）

[10]Shao Dangguo, Ren Lifan, Ma Lei. MSF-Net: A Lightweight Multi-Scale Feature Fusion Network for Skin Lesion Segmentation[J]. BIOMEDICINES, 2023, 11(6): 1733.(SCI三区)

[11]SanLi Yi, LingXiang Zhou, Lei Ma,Dangguo Shao*.MTRA-CNN: A Multi-Scale Transfer LearningFramework for Glaucoma Classification in Retinal Fundus Images[J].IEEE Access，2023(11),142689-142701.（SCI三区）

[12]Yan Xiang, Han Liu, Shuo Wang, Lei Ma, Xin Xiong,Chunrong Xu,Dangguo Shao^*.A Segmentation Method of Multiple Sclerosis Lesions Based on 3D-CNN Networks[J].IET Image Processing,2020, 14(9): 1806-1812.(SCI三区)

[13]Dangguo Shao,Chunrong Xu,Yan Xiang, Peng Gui, Xiaofang Zhu, Chao Zhang, Zhengtao Yu.Ultrasound image segmentation with multilevel threshold based on differential search algorithm[J].IET Image Processing,2019.5,13(6):998–1005.(SCI三区)

[14]Dangguo Shao,Ye Yuan,Yan Xiang,Lei Ma,Xin Xiong,Liang Jing,Haiying Li,Xiaofang Zhu,Chao Zhang.Local Characteristic Matching-based Anisotropic Diffusion to Ultrasound Speckle Reduction[J].Basic & Clinical Pharmacology & Toxicology,2019,19(8):14–14.(SCI三区)

[15]Shao Dangguo,Jin Jianhua, Ma Lei*, Yi Sanli*. Remote photoplethysmography with Anti-Interference Based on Spatio-Temporal Feature Enhancement[J]，The Signal, Image and Video Processing,2025,19(5):355.（SCI四区）

[16]Shao Dangguo, Zhuang Luwei, Ma Leiet al. Expression recognition method based on feature redundancy optimization[J].The Signal, Image and Video Processing,2025,19:325.（SCI四区）

[17]Dangguo Shao, Yuyang Zou , Lei Ma* , Sanli Yi *,Multiscale and global-local U-Net for protein-protein interactionsite prediction[J],Computational Biology and Chemistry, 118(2025): 108485.（SCI四区）

[18]Shao Dangguo,Xu Rui,Ma Lei*,YiSanli,Tubular-aware mamba for accurate retinal vessel segmentation: preserving fine details and topological connectivity[J], MULTIMEDIA SYSTEMS,2025,31(2):181（SCI四区）

[19]Ma Lei, Yan Yukun, Dai Shaoxing,Shao Dangguo*, Yi Sanli, Wang Jiawei, Li Jingtao, Yan Jiangkai. Research on prediction of human oral bioavailability of drugs based on improved deep forest[J]. JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2024, 133(2024):108851.（SCI四区）

[20]Shao Dangguo, Jiang Jie, Ma Lei, Lai Hua,YiSanli, Real-time medical lesion screening: accurate and rapid detectors[J], JOURNAL OF REAL-TIME IMAGE PROCESSING ,2024,21: 134.（SCI四区）

（4）知识产权

1、一种基于双向长短时记忆网络模型在冶金领域的中文分词方法(专利)

2、一种基于全局和局部活动轮廓模型的超声图像病灶自动分割的方法(专利)

（5）专著、教材

1、

2、

主讲课程

《信号与系统B》,《生物信息学》,《神经与康复工程》,《生物医学伦理与道德》，《科技前言讲座》

指导学生竞赛

全国大学生数学建模大赛省二等奖