艾冬梅檢視原始碼討論檢視歷史
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艾冬梅，女，北京科技大學數理學院教授。
人物簡歷
教育經歷
2011.10-2012.10 美國南加州大學 生物科學系 訪問學者
2008.09-2014.06 北京科技大學 計算機科學與技術系，博士
2002.09-2005.03 北京科技大學 計算機科學與技術系 碩士
1987.09-1991.07 山東工業大學 自動化系 本科
工作經歷
2022.06-至今 北京科技大學 數理學院 統計系，教授
1998.02-2022.05 北京科技大學 數學實驗室，歷任工程師、高工、研究員
研究領域
生物信息學；機器學習與醫療大數據分析；數學建模與計算生物學；材料信息學
科研項目
1. 國家自然科學基金面上項目(61873027)：人體微生態與消化系統疾病關聯算法研究與應用，主持，2019.01.2022.12，在研
2. 國家自然科學基金面上項目(61370131): 新一代測序技術宏基因組數據分析的統計算法研究與應用，主持，2014.01-2017.12，已結題
3. 國家「863」計劃(2015AA015403)：面向基礎教育的類人智能知識理解與推理關鍵技術，參與，2015.01-2017.12，已結題
4. 國家自然科學基金面上項目(61300074)：人工生命動畫中的可交互流體環境建模研究，參與，2014.01-2016.12，已結題
學術成果
論文
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]