艾冬梅

教授

教授,博导
统计系
aidongmei@ustb.edu.cn

  • 职 务:梯队负责人
  • 所在梯队:信息统计与智能计算
  • 办公地点:实验楼220
  • 本科生课程:数学实验;数学建模课程设计;Python及其应用;文科数学
  • 研究生课程:生物信息学与统计计算;现代计算机网络
  • 研究领域:生物信息学;机器学习与医疗大数据分析;数学建模与计算生物学;材料信息学

教育经历

2011.10-2012.10 美国南加州大学 生物科学系 访问学者
2008.09-2014.06 12BET 计算机科学与技术系,博士
2002.09-2005.03 12BET 计算机科学与技术系 硕士
1987.09-1991.07 山东工业大学 自动化系 本科

工作经历

2022.06-至今 12BET 12BET 统计系,教授
1998.02-2022.05 12BET 数学实验室,历任工程师、高工、研究员

科研业绩

主持或参与的项目:
1. 国家自然科学基金面上项目(61873027):人体微生态与消化系统疾病关联算法研究与应用,主持,2019.01.2022.12,已结题
2. 国家自然科学基金面上项目(61370131): 新一代测序技术宏基因组数据分析的统计算法研究与应用,主持,2014.01-2017.12,已结题
3. 国家“863”计划(2015AA015403):面向基础教育的类人智能知识理解与推理关键技术,参与,2015.01-2017.12,已结题
4. 国家自然科学基金面上项目(61300074):人工生命动画中的可交互流体环境建模研究,参与,2014.01-2016.12,已结题

部分发表论文:
1.Dongmei Ai, Lulu Chen, Jiemin Xie, et al. Identifying local associations in biological time series: algorithms, statistical significance, and applications[J]. Briefings in Bioinformatics, 2023, 24(6), 1–13
2.Dongmei Ai, Xiaomeng Zhang, Qingchuan Zhang, et al. Tumor tissue microorganisms are closely associated with tumor immune subtypes[J]. Computers in Biology and Medicine, 2023,157: 106774
3.Dongmei Ai, Mingmei Wang, Qingchuan Zhang, et al. Regularized survival learning and cross-database analysis enabled identification of colorectal cancer prognosis-related immune genes. Frontiers in Genetics, 2023, 14
4.Dongmei Ai, Yonglian Xing, Qingchuan Zhang, et al. Joint Analysis of Microbial and Immune Cell Abundance in Liver Cancer Tissue Using a Gene Expression Profile Deconvolution Algorithm Combined with Foreign Read Remapping[J]. Frontiers in immunology, 2022, 13
5.Dongmei Ai, Yuduo Wang, Xiaoxin Li, et al. Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder[J]. Biomolecules, 2020, 10(9), 1207
6.Dongmei Ai, Gang Liu, Xiaoxin Li, et al. Calculation of immune cell proportion from batch tumor gene expression profile based on support vector regression[J]. Journal of Bioinformatics and Computational Biology, 2020,18(5)
7.Dongmei Ai, Hongfei Pan, Xiaoxin Li, et al. Identifying Gut Microbiota Associated with Colorectal Cancer Using a Zero-Inflated Lognormal Model[J]. Frontiers in Microbiology, 2019,10, 826
8.Dongmei Ai, Xiaoxin Li, Hongfei Pan, et al. Explore Mediated Co-varying Dynamics in Microbial Community using Integrated Local Similarity and Liquid Association Analysis[J]. BMC Genomics,2019,20(suppl 2),185
9.DM Ai, RCh huang , J Wen.et al. Integrated Metagenomics Data Analysis Demonstrates that a Loss of Diversity in Oral Microbiota is Associated with Periodontitis[J]. BMC Genomics , 2017,18(Suppl 1):1041

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