艾冬梅查看源代码讨论查看历史
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艾冬梅，女，北京科技大学数理学院教授。
人物简历
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 北京科技大学 计算机科学与技术系，博士
2002.09-2005.03 北京科技大学 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 北京科技大学 数理学院 统计系，教授
1998.02-2022.05 北京科技大学 数学实验室，历任工程师、高工、研究员
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
科研项目
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，在研
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
学术成果
论文
1. Ai D, Xing Y, Zhang Q, 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
2. Ai Dongmei,Wang Yuduo,Li Xiaoxin,Pan Hongfei. Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder. Biomolecules, 2020, 10(9), 1207
3. Dongmei Ai, Gang Liu, Xiaoxin Li, Yuduo Wang，Man Guo. Calculation of immune cell proportion from batch tumor gene expression profile based on support vector regression. Journal of Bioinformatics and Computational Biology, 2020,18（5）
4. Dongmei Ai, Hongfei Pan, Xiaoxin Li, Yingxin Gao, Gang Liu, Li C. Xia. Identifying Gut Microbiota Associated with Colorectal Cancer Using a Zero-Inflated Lognormal Model. Frontiers in Microbiology, 2019,10, 826
5. Dongmei Ai, Xiaoxin Li, Hongfei Pan, Jiamin Chen, Jacob A. Cram, Li C. Xia. Explore Mediated Co-varying Dynamics in Microbial Community using Integrated Local Similarity and Liquid Association Analysis. BMC Genomics，2019,20(suppl 2),185
6. Dongmei Ai , Xiaoxin Li, Gang Liu, Xiaoyi Liang and Li C. Xia. Constructing the Microbial Association Network from Large-Scale Time Series Data Using Granger Causality. Genes，2019, 10(3), 216
7. DM Ai, RCh huang , J Wen.C Li,J Zhu, L Xia. Integrated Metagenomics Data Analysis Demonstrates that a Loss of Diversity in Oral Microbiota is Associated with Periodontitis. BMC Genomics , 2017,18（Suppl 1）:1041
8. Dongmei Ai , Hongfei Pan , Ruocheng Huang and Li C. Xia . CoreProbe: A novel algorithm for estimating relative abundance based on metagenomic reads. Genes, 2018, 9(6), 313
9. Dongmei Ai, Hongfei Pan, Rongbao Han, Xiaoxin Li, Gang Liu and Li C. Xia. Using Decision Tree Aggregation with Random Forest Model to Identify Gut Microbes Associated with Colorectal Cancer. Genes，2019,10(2),112
10. Man Guo, Er Xu, Dongmei Ai*. Inferring Bacterial Infiltration in Primary Colorectal Tumors from Host Whole Genome Sequencing Data, Frontiers in Genetics, 2019,10，213
11. Dongmei Ai，Hongfei Pan，Xiaoxin Li，Yingxin Gao, Di He. Association rule mining algorithms on high-dimensional datasets. Artificial Life and Robotics, 2018,23(3), 420-427
12. Ai Dongmei, Wen Jiawei,Ning xiaojun. Construction of Evaluation Index System for Graduate Course. The 2015 International Conference on Artificial Life and Robotics, 161-165, Oite, Japan[1]