个人简介
教学与科研项目
国家自然科学基金青年项目[61803151]:药物-靶标相互作用预测及其在神经退行性疾病中的应用研究,2019.01-2021.12,26万元,在研,主持;
湖南省自然科学基金青年项目[2018JJ3570];药物-靶标相互作用预测及其在药物重定位中的应用研究,2018.01-2020.12,5万元,在研,主持;
湖南省教育厅优秀青年项目[14B023]:乳腺癌致病蛋白质复合物挖掘及其在药物重定位中的应用,2014.05 - 2017.6,4万元,已结题,主持;
湖南省教育厅一般项目[09C163]:互作网络中的蛋白质功能预测及其在疾病分析中的应用研究,2009.05-2013.12,1万元,已结题,主持;
湖南省教育厅教学改革项目:新工科建设背景下网络工程专业人才培养模式的改革与实践,2018.09-2021.09,1万元,在研,主持;
湖南省教育厅教学改革项目[湘教通〔2015〕118号551 ]:MOOCs平台下《医学影像图像处理》课程翻转课堂的研究与实践,2015.5-2017.3,1万元,已结题,主持;
湖南省教育厅教学改革项目[湘教通〔2011〕128号438]:医学院校计算机专业人才培养模式的改革与探索,2011.5-2013.5,1万元,已结题,主持;
著作
[1]《医学信息检索(第2版)》,人民邮电出版社,21世纪高等学校规划教材, ISBN: 9787115387752,日期: 2015-05-01.
[2]《大学计算机基础》,人民邮电出版社,21世纪高等学校规划教材,ISBN: 9787115341327,出版日期:2014-02-01.
[3]《医用物理学》(中英文版).湖南科学技术出版社,ISBN: 9787563520619,出版时间: 2009-08-01.
[4]《大学计算机文化基础》.湖南科学技术出版社,ISBN: 9787115199683,出版时间:2009-07-01
教学成果
彭利红,刘海燕,马俊.依托医学平台,构建优质资源,实施多样化高素质计算机专业人才培养.湖南省教育教学改革发展优秀成果一等奖,2015.
彭利红,任日丽.加强艺术教育,推进医学院校创新型人才的培养.湖南省第四届高等学校艺术教育科研论文三等奖,2014.
Reviewer
Current Protein & Peptide Science
Theoretical Biology and Medical Modelling
近期论文
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[1]Li-Hong Peng, Wen Zhu, Bo Liao*, Min Chen, Jia-Liang Yang. Screening drug-target interactions with positive-unlabeled learning. Scientific Reports, 7:8087, 2017. (SCI,中科院JCR二区,IF:4.259)
[2]Li-Hong Peng, Bo Liao*, Wen Zhu, Ze-Jun Li, Ke-Qin Li (IEEE fellow). Predicting Drug-Target Interactions with Multi-information Fusion[J]. IEEE Journal of Biomedical and Health Informatics[J].2017,21(2):561-572.(SCI,中科院JCR三区,IF:3.451)
[3]Li-Hong Peng, Ye-Qing Chen, Ning Ma, Xing Chen*. Negative-Aware and Rating-based Recommendation algorithm for MiRNA-Disease Association prediction. Molecular BioSystems,2017, 13(12): 2650-2659.( SCI,中科院JCR三区,IF:2.781)
[4]Li-Hong Peng, Bo Liao*, Wen Zhu, Ze-Jun Li. Predicting Drug-Target Interactions with Neighbor Interaction Information and Discriminative Low-rank Representation [J]. Current Protein & Peptide Science,2018,19(5):455-467.(SCI,中科院JCR三区,accepted,IF:2.576)
[5]Li-Hong Peng, Chuan-Neng Sun , Na-Na Guan,Xing Chen. HNMDA: heterogeneous network-based miRNA–disease association prediction[J]. Molecular Genetics & Genomics, 2018:1-13.
[6]Li-Hong Peng, Zhi Cao*, Li-Peng Liu. A Network Comparison Method for Finding the Conservative Interaction Regions in Protein Interaction Network[J].Journal of Computational and Theoretical Nanoscience, 2013, 10(4):838-844.(SCI,中科院JCR四区,IF:0.897)
[7]彭利红,李泽军*,陈敏,任日丽.一种融合多信息的药物-靶标关联预测算法[J].计算机工程,2016,42(6):218-223.(CSCD)
[8]彭利红,刘海燕*,任日丽,等.基于多标记学习预测药物-靶标相互作用[J].计算机工程与应用, 2017, 53(15): 260-265.
[9] Bo Liao*, Yan Jiang, Wei Liang,Li-Hong Peng, Li Peng, Damien Hanyurwimfura, Ze-Jun Li, Min Chen. On Efficient Feature Ranking Methods for High-Throughput Data Analysis[J]. Computational Biology and Bioinformatics, IEEE/ACM Transactions on, 2015, 12(6): 1374-1384.( SCI,中科院JCR三区,IF:1.955)
[10] Yang J, Qiu J, Wang K, Zhu L, Fang J, Zheng D, Meng X, Yang J,Peng L, Fu Y, Zhang D, Peng S, Huang H, Zhang Y 2017. Using molecular functional networks to manifest connections between obesity and obesity-related diseases[J]. Oncotarget, 2017, 8(1):19.(SCI,中科院JCR二区,IF:5.168)
[11] Jialiang Yang, Yufang Qin, Tiantian Zhang, Fayou Wang,Lihong Peng, Lijuan Zhu, Dawei Yuan, Pan Gao, Jujuan Zhuang, Zhongyang Zhang, Jun Wang, and Yun Fang. Identification of human age-associated gene co-expressions in functional modules using liquid association[J]. Oncotarget, 2018, 9(1):1063-1074.(SCI,中科院JCR二区,IF:5.168)
[12] Jie Yang, Da-Chao Li*,Li-Hong Peng, Kai Long. A Novel Method for Phylogenetic Analysis Based on Numerical Characteristics of Protein Sequence[J]. Journal of Computational and Theoretical Nanoscience, 2013, 10(2): 265-270.(SCI,中科院JCR三区,IF:0.897)
[13] Zhong-Mei Guo, Sheng Yang*, Qing-Ming Hu,Li-Hong Peng. A Transverse and Longitudinal Encoding of Protein Sequence and Its Application[J]. Journal of Computational and Theoretical Nanoscience, 2013, 10(2): 271-275.( SCI,中科院JCR三区,0.897)
[14]彭利红,廖波*,刘昊.基于蛋白质相互作用网络图的聚类方法[J]. 计算机工程与应用,2008,44(32):132-133. (CSCD)
[15] 刘昊,廖波*,彭利红.基于蛋白质相互作用网络的聚类算法研究[J]. 计算机工程与应用,2008,44(30):142-144. (CSCD)
学术兼职
Editor
Knowledge Discovery and Data Mining Letters