林晓惠 - 大连理工大学 - 计算机科学与技术学院

个人简介

专利一种生物标志物筛选方法利用L-EDA筛选卵巢癌体液预后标记物的方法一种通用的气相色谱-质谱全组分定量分析方法一种基于保留时间锁定气相色谱四极杆质谱选择性离子扫描的化学轮廓分析方法一种生物标志物筛选方法一种基于动态网络图分析的时间序列数据处理方法科研项目代谢组学中时间序列算法及应用研究, 国家自然科学基金项目, 2013/09/25-2017/12/31, 完成其他奖励教学质量优良奖（2011年）教学质量优良奖（2010年）教学质量优良将（2009年）教学质量优良奖（2008年）

研究领域

机器学习，数据挖掘

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1 Chao Li, Zhenbo Gao, Benzhe Su, Guowang Xu, Xiaohui Lin. Data analysis methods for defining biomarkers from omics data, Analytical and Bioanalytical Chemistry, 2022,414(1): 235-250. 2 Yanpeng Qi, Benzhe Su, Xiaohui Lin, Huiwei Zhou. A new feature selection method based on feature distinguishing ability and network influence, Journal of Biomedical Informatics, 2022,128: 104048. 3 Yanhui Zhang, Xiaohui Lin, Zhenbo Gao, Songnan Bai. A novel method for feature selection based on molecular interactive effect network, Journal of Pharmaceutical and Biomedical Analysis, 2022, 218, 114873. 4 Chao Li, Xiao Luo, Yanpeng Qi, Zhenbo Gao, Xiaohui Lin，A new feature selection algorithm based on relevance, redundancy and complementarity，Computers in Biology and Medicine,2020, 119, 103667. 5 Qingqing Wang, Benzhe Su, Liwei Dong, Tianyi Jiang, Yexiong Tan, Xin Lu, Xinyu Liu, Xiaohui Lin, and Guowang Xu, Liquid Chromatography−Mass Spectrometry-Based Nontargeted Metabolomics Predicts Prognosis of Hepatocellular Carcinoma after Curative Resection, J. Proteome Res. 2020, 19, 3533−3541. 6 Xiaohui Lin, Yanhui Zhang, Chao Li, Jue Wang, Ping Luo, Huiwei Zhou. A New Data Analysis Method Based on Feature Linear Combination，Journal of Biomedical Informatics. 2019, 94: 103173 . 7 Xiaohui Lin, Xin Huang, Lina Zhou, Weijie Ren, Jun Zeng, Weihong Yao, Xingyuan Wang, The Robust Classification Model Based on Combinatorial Features, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019, 16( 2 ): 650-657. 8 Xiaohui Lin, Chao Li, Weijie Ren, Xiao Luo, Yanpeng Qi. A new feature selection method based on symmetrical uncertainty and interaction gain,Computational Biology and Chemistry, Computational Biology and Chemistry,2019, 83, 107149, 9 Benzhe Su, Ping Luo, Zhao Yang, Pei Yu, Zaifang Li, Peiyuan Yin, Lina Zhou, Jinhu Fan, Xin Huang, Xiaohui Lin, Youlin Qiao, Guowang Xu. A Novel Analysis Method for Biomarker Identification Based on Horizontal Relationship: Identifying Potential Biomarkers from Large-scale Hepatocellular Carcinoma Metabolomics Data. Analytical and Bioanalytical Chemistry, 2019, 411, 6377-6386.. 10 Xin Huang, Xiaohui Lin, Lina Zhou, Benzhe Su，Analyzing Omics Data by Pair-Wise Feature Evaluation with Horizontal and Vertical Comparisons，Journal of Pharmaceutical and Biomedical Analysis.2018,157:20-26.