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魏航

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魏航,博士,华山菁英副教授。2016年7月在中国科学技术大学计算机科学与技术学院获得硕士学位,2022年1月在哈尔滨工业大学(深圳)计算机科学与技术学院获得博士学位。2022年4月入职西安电子科技大学计算机科学与技术学院,并加入计算生物信息学研究所。主要研究领域为生物信息学、智能计算及其在生命健康数据的应用分析,从生物分子层面挖掘机体致病模式,推进疾病的病理和诊疗研究在领域著名期刊/国际会议上发表论文10余篇,获得2022ACM SIGBIO China分会优秀博士论文奖


主要发表论文

1. Hang Wei, and Bin Liu*. "iCircDA-MF: identification of circRNA-disease associations based on matrix factorization." Briefings in bioinformatics,21.4,(2020): 1356-1367. (JCR Q1, IF 2020 = 11.622)

2. Hang Wei, Yong Xu, and Bin Liu*. "iCircDA-LTR: identification of circRNA–disease associations based on Learning to Rank." Bioinformatics,37.19,(2021): 3302-3310. (JCR Q1, IF 2021 = 6.931)

3. Hang Wei, Yong Xu, and Bin Liu*. "iPiDi-PUL: identifying Piwi-interacting RNA-disease associations based on positive unlabeled learning." Briefings in Bioinformatics,22.3,(2021): bbaa058. doi: 10.1093/bib/bbaa058.(JCR Q1, IF 2021 = 13.994)

4. Hang Wei, Qing Liao, and Bin Liu*. "iLncRNAdis-FB: identify lncRNA-disease associations by fusing biological feature blocks through deep neural network." IEEE/ACM Transactions on Computational Biology and Bioinformatics,18.5,(2020): 1946-1957. (JCR Q2, IF 2020 = 3.710)

5. Hang Wei, Yuxin Ding, and Bin Liu*. "iPiDA-sHN: Identification of Piwi-interacting RNA-disease associations by selecting high quality negative samples." Computational Biology and Chemistry,88,(2020): 107361.  (JCR Q2, IF 2020 = 2.877)

6. Xinying Hu#, Hang Wei#, and Haoran Zheng*. "Identification of perturbed signaling pathways from gene expression data using information divergence." Molecular bioSystems,13.9,(2017): 1797-1804. (JCR Q2, IF 2017 = 2.759)

7. Hang Wei,Haoran Zheng*, and Yang Xu. "A signaling pathway analysis model based on Kullback-Leibler divergence." 2015 IEEE International Symposium on Bioelectronics and Bioinformatics (IEEE ISBB). IEEE,2015.

8. Jialu Hou, Hang Wei, and Bin Liu. "iPiDA-GCN: Identification of piRNA-disease associations based on Graph Convolutional Network.PLOS Computational Biology,18(10),(2022):e1010671.(JCR Q1, IF 2021 = 4.779)

9. Wenxiang Zhang, Hang Wei, and Bin Liu. " idenMD-NRF: a ranking framework for miRNA-disease association identification." Briefings in Bioinformatics,(2022). doi: 10.1093/bib/bbac224.(JCR Q1, IF 2021 = 13.994)

10. Xiaopeng Jin,Qing Liao, Hang Wei, Jun Zhang, and Bin Liu . "SMI-BLAST: a novel supervised search framework based on PSI-BLAST for protein remote homology detection." Bioinformatics,37.7,(2021): 913-920.  (JCR Q1, IF 2021 = 6.931)



Education Background
  • [1]2017.9-2022.1

    哈尔滨工业大学(深圳)  | 计算机科学与技术  | Doctoral degree | With Certificate of Graduation for Doctorate Study


  • [2]2013.9-2016.6

    中国科学技术大学  | 计算机科学与技术  | Master's degree | With Certificate of Graduation for Study as Master's Candidates


  • [3]2009.9-2013.7

    陕西师范大学  | 软件工程  | Bachelor's degree | Undergraduate (Bachelor’s degree)


Work Experience
  • [1] 2022.4-Now
     西安电子科技大学 
  • [2] 2016.7-2017.7
     中国银行软件中心 
Social Affiliations
  • [1]
    中国人工智能学会会员
  • [2]
    中国计算机学会会员
  • [3]
    《Briefings in Bioinformatics》、《IEEE-ACM TCBB》、《ICIC》等领域重要国际期刊/会议审稿人
Research Focus
  • [1]生物信息学

  • [2]机器学习
  • [3]非编码RNA与疾病关联识别
  • [4]药物靶标分子预测

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