王梅
女 东华大学计算机科学与技术学院 软件与理论系 教授
个人简介：2008年于复旦大学获博士学位，新加坡国立大学博士后。目前，申请和授权发明专利10余项，发表文章共计50余篇，指导学生发表于计算机领域国内权威杂志《软件学报》、《计算机学报》、《计算机研究与发展》等文章共计10余篇。上海市计算机学会会员，上海市计算机学会青工委委员，上海市开放系统协会会员。《计算机学报》、《计算机研究与发展》等国内权威期刊审稿人。
研究方向：
数据库、大数据与人工智能、深度学习模型与工具
讲授课程：
本科生：离散数学，数据结构
研究生：数据库系统实现
全英授课（硕士留学生）：Implementation of Database Systems
主要研究成果：
近期主持或参与的科研项目：
主持项目列表：
1.面向异构体系结构的高性能分布式达梦大数据管理平台，上海市经信委，2018.01~ 2020.12。
2.面向大数据的存储与检索优化模型研究与应用，中央高校专项资助，2014.01~ 2016.12.
3.基于不确定性视觉模型的图像语义抽取问题研究，国家自然科学基金，2012.01~ 2014.12.
4.社区网络非结构化数据检索关键技术研究，上海市自然科学基金，2011.04~ 2014.03.
重点参与项目：
1.因果推理增强的肿瘤AI诊疗模型及可解释性研究，国家重点研发计划，2020.01 ~ 2022.12。
2.基于人工智能的医学影像报告文本结构化及影像关联，上海市科委，2018.07 ~ 2020.06。
3.面向专病的智能临床辅助决策产品研发与产业化，上海市科委，2017.07 ~ 2019. 06。
4.数据开放共享应用技术研究，上海市科技创新行动计划重大专项，2016.07~ 2019.06。
5.大型通用数据库管理系统与套件研发及产业化，国家核高基重大专项，2010.01~ 2012.06。
近几年的论著、专利：
1.Mei Wang, Zhihua Lin R, Ruihua Li, Ye Li, Jianwen Su. Disease Progress with Imprecise Lab Test Results, 2022, Artificial Intelligence in Medicine.
2.Mei Wang, Zhihua Lin, Jianwen Su. Predicting Disease Progress with Imprecise Lab Test Result. 27th KDD workshop on applied Data Science in Health, 2021. arXiv: 2107.03620. (Best Paper Award)
3.Mei Wang, Haihan Yao, Yanxia Qin. Medical Report Generation with Multi-Attention for Abnormal Keyword Description and History Report. 27th KDD workshop on Document Intelligence, 2021.
4.Mei Wang, Jianwen Su, Haiqin Lu. Impact of Medical Data Imprecision on Learning Results. 26th KDD workshop on applied Data Science in Health, 2020. arXiv: 2007.12375.
5.Lihao Liu, Mei Wang, Yijie Dong, Weiliang Zhao, Jian Yang, Jianwen Su. Semantic Tree Driven Thyroid Ultrasound Report Generation by Voice Input. The 6th International Conf on Health Informatics and Medical Systems. Springer Nature, Transactions on Computational Science & Computational Intelligence, 2020.
6.Shan Ye, Mei Wang, Yijie Dong. Historical Report Assist Medical Report Generation, 14th International Conference on Health Informatics, 2020 （最佳学生论文提名）.
7.Limin Wang, Mei Wang. A Value-Attribute Mapping Method Based on Inverted Index, CBD 2018.
8.Dehua Chen, Qiao Pan, Mei Wang. A deep-learning based ultrasound text classifier for predicting benign and malignant thyroid nodules. ICGI 2017.
9.Yue Li, Qian Hao,Mei Wang. An Ontology-Based Data Organization Method, CBD 2017.
10.Mei Wang，Meng Xiao, Sancheng Peng, Guohua Liu. A hybrid index for temporal big data, Future Generation Computer Systems，v72：264-272，2017.7.
11.田驰远，陈德华，王梅，乐嘉锦，基于依存句法分析的病理报告结构化处理方法，计算机研究与发展，2016,53(12)： 2669-2680。
12.丁祥武，郭涛，王梅，金冉，一种大规模分类数据聚类算法及其并行实现，计算机研究与发展，2016, 53 (5)：1063-1071。
13,Mei Wang，Xiaoling Xia，Xiangdong Zhou，Jiajin Le，Effective Automatic Image Annotation via Integrated Discriminative and Generative Models，Information Sciences，2014，3（262）：159-171。
14.谢恒，王梅，乐嘉锦，基于Hive的计算结果特征提取与重用策略，计算机研究与发展，2015，52（9）：2014-2024。
15.王梅，周娇玲，乐嘉锦，一种列存储数据仓库中的数据复用策略，计算机学报，2013，（08）：1626-1635。
16.王梅，陆戌辰，乐嘉锦，列存储系统面向列的连接顺序优化研究，计算机研究与发展，2013，（07）：1473-1483。
17.夏小玲，李海燕，王梅，列存储数据仓库中基于概率的保序字符串压缩方法，计算机研究与发展，2013，（08）：1674-1682。
18.李晔锋，乐嘉锦，王梅，适用于范围查询的列存储数据桶划分算法，计算机研究与发展，2013，（03）：594-601。
19.李清炳，丁祥武，王梅，APWAH：一种自适应划分字对齐的混合位向量压缩技术，计算机研究与发展，2012，49（10）：114-119。
20.严秋玲，孙莉，王梅，乐嘉锦，刘国华，列存储数据仓库中启发式查询优化机制，计算机学报，2011，（10）：2018-2026。
联系方式：
地址：上海市松江区人民北路2999号1号学院楼 201620
电话：67782286
邮箱：wangmei@dhu.edu.cn
Mei Wang
Female, Donghua University, School of Computer Science and Technology, Professor
Received a doctor's degree from Fudan University in 2008. Postdoctor in National University of Singapore in 2008 ~ 2009. Research fellow in UCSB in 2020.
Research Areas: database, big data,AI and deep learning
Main Courses Taught: Data Structure, Discrete Math, Implementation of Database
Publications:
1 Mei Wang, Zhihua Lin R, Ruihua Li, Ye Li, Jianwen Su. Disease Progress with Imprecise Lab Test Results, 2022, Artificial Intelligence in Medicine.
2. Mei Wang, Zhihua Lin, Jianwen Su. Predicting Disease Progress with Imprecise Lab Test Result. 27th KDD workshop on applied Data Science in Health, 2021. arXiv: 2107.03620. (Best Paper Award)
3. Mei Wang, Haihan Yao, Yanxia Qin. Medical Report Generation with Multi-Attention for Abnormal Keyword Description and History Report. 27th KDD workshop on Document Intelligence, 2021.
4. Mei Wang, Jianwen Su, Haiqin Lu. Impact of Medical Data Imprecision on Learning Results. 26th KDD workshop on applied Data Science in Health, 2020. arXiv: 2007.12375.
5. Lihao Liu, Mei Wang, Yijie Dong, Weiliang Zhao, Jian Yang, Jianwen Su. Semantic Tree Driven Thyroid Ultrasound Report Generation by Voice Input. The 6th International Conf on Health Informatics and Medical Systems. Springer Nature, Transactions on Computational Science & Computational Intelligence, 2020.
6. Shan Ye, Mei Wang, Yijie Dong. Historical Report Assist Medical Report Generation, 14th International Conference on Health Informatics, 2020 （最佳学生论文提名）.
7．Limin Wang, Mei Wang. A Value-Attribute Mapping Method Based on Inverted Index, CBD 2018.
8. Dehua Chen, Qiao Pan, Mei Wang. A deep-learning based ultrasound text classifier for predicting benign and malignant thyroid nodules. ICGI 2017.
9. Yue Li, Qian Hao, Mei Wang. An Ontology-Based Data Organization Method, CBD 2017.
10. Mei Wang，Meng Xiao, Sancheng Peng, Guohua Liu. A hybrid index for temporal big data, Future Generation Computer Systems，v72：264-272，2017.7.
11. H. Xue, M. Wang. A document-relation associated query system based on distributed middleware. Proceedings of 5th International Conference on Computer Science and Network Technology, ICCSNT 2016.
12. H. Xie, M. Wang*, J. J. Le, L. Sun. Calculation results characteristics extract and reuse strategy based on hive. Computer Research and Development, v 52, n 9, p 2014-2024, September 1, 2015.
13. M. Wang, M. Xiao. SHB+-Tree: A segmentation hybrid index structure for temporal data. 15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015.
14. M. Wang, X. L. Xia, J.J Le, X. D Zhou. Effective automatic image annotation via integrated discriminative and generative models. Information Sciences, v 262, p 159-171, March 20, 2014.
15. M. Wang, X. C. Lu, J. J. Le. Column-oriented join order optimization in column store systems. Computer Research and Development, v 50, n 7, p 1473-1483, July 2013.
16. M. Wang, J. L. Zhou, J. J. Le. A data reusing strategy in column-store data warehouse. Chinese Journal of Computers, v 36, n 8, p 1626-1635, August 2013.
17. M. Wang, W. Mao, H. Goh. Music search engine with virtual musical instruments playing interfaceSource. Advances in Multimedia Modeling - 19th International Conference, MMM 2013.
18. M. Wang, F. Li, M. Wang. Collaborative visual modeling for automatic image annotation via sparse model coding: Neurocomputing, v 95, p 22-28, October 15, 2012
19. M. Wang, H. T. Tao, G. Y. Hao, X. D. Zhou, W. Wang, L. L, B. L. Shi. PictureBook: A text-and-image summary system for web search result. Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE 2008.
20. M. Wang, X. D. Zhou, T. S. Chua. Automatic image annotation via local multi-label classification Proceedings of the International Conference on Content-based Image and Video Retrieval, CIVR 2008.
Main Research Projects:
1. Research on AI diagnosis and treatment model of tumor and the interpretability with enhanced causal reasoning, National key R&D Plan, 2020.01 ~ 2022.12, participated。
2. High performance distributed Dameng big data management platform for heterogeneous architecture, Shanghai Municipal Commission of Economy and Information Technology, 2018.01~ 2020.12, host。
3. Research on image semantic extraction based on uncertain visual model, National Natural Science Foundation of China，2012.01~ 2014.12, host.
4. Research on Key Technologies of Unstructured Data Retrieval in Community Networks, Shanghai Natural Science Foundation，2011.04~ 2014.03, host.
5. Research on the key technology of data opening and sharing application, Shanghai scientific and technological innovation action plan, 2016.07~ 2019.06, participated.
6. Large scale general database management system，National Science and Technology Major Project，2010.01~ 2012.06, participated。
Address:Building 1 2999 North Renmin Road, Songjiang District, Shanghai, 201620, China
Tel: +86-21-67792286
Email: wangmei@dhu.edu.cn