Faculty

Guo, Yanzhi     


Research direction: Cheminformatics, Bioinformatics, Machine/deep learning, Chemometrics

Contact information:

Email:


RESEARCH INTERESTS:


Applying artificial intelligence-based technology to investigating the relationships between biological sequence, structure and functions; Modeling on interactions of biological moleculars (proteins, RNA and DNA) using machine-learning methods; Computer-aided drug target prediction and design; Biological networks of disease-based biological multi-omics; Medical imaging recognition by deep-learning.


EDUCATION AND ACADEMIC CAREER:


2014/7 ~, Sichuan University, College of Chemistry, Associate Professor
2008/7 - 2014/6, Sichuan University, College of Chemistry, Lecturer
2003/9 - 2008/6, Sichuan University, College of Chemistry, Major on Analytical ChemistryDoctor degree


SELECTED PUBLICATIONS:

1. Liu Qin, Yanhong Liu, Menglong Li*, Xuemei Pu, Yanzhi Guo*, Briefings in Bioinformatics, 2020, 1, 73-84.

2. Lei Xu, Jian He, Qihang Cai, Xuemei Pu, Yanzhi Guo*, Life Sciences, 2020, 243: 117289.

3. Lei Xu, Lei Zhang, Tian Wang, Yanling Wu, Xuemei Pu, Menglong Li, Yanzhi Guo*, Life Sciences, 2020, 257: 118092.

4. Jian He, Chuan Li*, Xuemei Pu, Menglong Li, Yanzhi Guo*, Chemometrics and Intelligent Laboratory Systems, 2020,199: 103976.

5. Hao Qiu, Yanzhi Guo*, Lezheng Yu, Xuemei Pu, Menglong Li, Chemometrics and Intelligent Laboratory Systems, 2018,179,31-38

6. Wen Hu, Liu Qin, Menglong Li, Xuemei Pu, Yanzhi Guo*Journal of Computer-Aided Molecular Design201832:1363-1373.

7. W Hu, L Qin, ML Li*, XM Pu, YZ Guo*, RSC Advances, 2018, 8, 10582-10592

8. Yu Wang, Yanzhi Guo*, Xuemei Pu, Menglong Li*, RSC Advances, 2017, 31, 2046-2069.

9. Yu Wang, Yun Lin, Yanzhi Guo*, Xuemei Pu, Menglong Li*, Scientific Reports, 2017,7, 3159

10. Yu Wang, Yanzhi Guo*, Xuemei Pu, Menglong Li, Journal of Computer-Aided Molecular Design2017, 11, 1029-1038.

11. WL Li, YZ Guo*,  ML Li, XM Pu, Interdiscip Sci : Comput life Sci, 2017, 9:459–467

12. Zhongyu Liu, Yanzhi Guo*, Xuemei Pu, Menglong Li*. Scientific Reports, 2016, 6, 34172.

13. Jiesi Luo, Wenling Li, Zhongyu Liu, Yanzhi Guo*, Xuemei Pu, Menglong Li*, Analyst, 2015,

2015,140, 3048-3056.

14. Yayun Hu, Yanzhi Guo*, Yinan Shi, Menglong Li and Xuemei Pu*, RSC Advances, 2015, 5, 42009-42019.

15. Yinanshi, Yanzhi Guo*, Yayun Hu, Menglong Li*, Scientific Reports, 2015, 2015,5,12403.

16. Xu Dai, Runyu Jing, Yanzhi Guo*, Yongcheng Dong, Yuelong Wang, Yuan Liu, Xuemei Pu, Menglong Li*, Current Pharmaceutical Design, 2015, 21, 3051-3061.

17. Jiesi Luo, Zhongyu Liu, Yanzhi Guo*, Menglong Li*, Scientific Reports, 2015,5,14214

18. Yu Wang, Yanzhi Guo*, Qifan Kuang, Xuemei Pu, Yue Ji, Zhihang Zhang, Menglong Li*, Journal of Computer Aided Molecule Design, 2015, 29, 349-360.

19. Yuanyuan Fu, Yanzhi Guo*, Yuelong Wang, Jiesi Luo, Xuemei Pu, Menglong Li* Zhihang Zhang, Computational Biology and Chemistry, 2015, 56, 41-48.

20. Jiesi Luo, Yanzhi Guo*, Yuanyuan Fu, Yu Wang, Wenling Li, Menglong Li*, Proteins: structure, function, and bioinformatics, 2014, 82, 3090–3100. 21. Jiesi Luo, Yanzhi Guo*, Yun Zhong, Duo Ma, Wenling Li, Menglong Li*. Journal of Computer Aided Molecule Design, 2014, 28, 619-629.

22. Duo Ma, Yanzhi Guo*, Jiesi Luo, Xuemei Pu, Menglong Li*, Chemometrics and Intelligent Laboratory Systems, 2014,138, 7-13.

23. Yun Zhong, Yanzhi Guo*, Jiesi Luo, Xuemei Pu, Menglong Li*, Chemometrics and Intelligent Laboratory Systems, 2014,136, 97-103.

24. Xiaojiao Yang, Yanzhi Guo*, Jiesi Luo, Xuemei Pu, Menglong Li*, Plos ONE, 2013, 8, e84439.

25. Wen Liu, Yanzhi Guo*, Jiesi Luo, Yun Zhong, Xiaojiao Yang, Xuemei Pu, Menglong Li*, Chemometrics and Intelligent Laboratory Systems, 2013, 126, 117-122.

26. Lezheng Yu, Jiesi Luo, Yanzhi Guo*, YizhouLi XuemeiPu, Menglong Li*, Computational Biology and Medicine, 2013, 43, 1177-1181.

27. Jiesi Luo, Lezheng Yu, Yanzhi Guo*, Menglong Li*, Chemometr Intellt Lab, 2012,110, 163-167.

28. Wenli Qin, Yizhou Li, Juan Li, Lezheng Yu, Di Wu, Runyu Jing, Xuemei Pu, Yanzh Guo*, Menglong Li*, Computational Biology and Chemistry, 2012, 36, 31-35.

29. Xia Wang, Gang Mi, Cuicui Wang, Yongqing Zhang, Juan Li, Yanzhi Guo*, Xuemei Pu, Menglong Li*, Computational Biology and Medicine, 2012, 42, 1053-1059.

30. Juan Li, Yongqing Zhang, Wenli Qin, Yanzhi Guo*, Lezheng Yu, Xuemei Pu, Menglong Li, Jing Sun. Natural Science, 2012, 4, 304-312.

31. Yanzhi Guo, Menglong Li*, Xuemei Pu, Gongbin Li, Juan Li. BMC Research Notes2010, 3, 145.

32. Yanzhi Guo, Lezheng Yu, Zhining Wen, Menglong Li. Nucleic Acids Research, 2008, 36, 3025-3030.

33. Yanzhi Guo, Menglong Li, Minchun Lu, Zhining Wen, Kelong Wang, Gongbin Li, Jiang Wu, Amino Acids, 2006, 30, 397-402.

34. Yanzhi Guo, Menglong Li, Minchun Lu, Zhining Wen, Zhongtian Huang. Proteins: structure, function, and bioinformatics, 2006, 65, 55-60.

35. Yanzhi Guo, Menglong Li, Kelong Wang, Zhining Wen, Minchun Lu, Lixia Liu, Lin Jiang. Acta Biochimica et Biophysica Sinica, 2005, 37, 759–766.

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