[1]    Fan Hu^#, Lei Wang^#, Yishen Hu, Dongqi Wang, Weijie Wang, Jianbing Jiang, Nan Li, Peng Yin^(*). A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe. Briefings in Bioinformatics. bbab301, 2021. (JCR Q1) IF=13.994; citation: 5

[2]    Fan Hu^#, Jiaxin Jiang^#, Dongqi Wang, Muchun Zhu and Peng Yin^(*). Multi‑PLI: interpretable multi‐task deep learning model for unifying protein–ligand interaction datasets. Journal of Cheminformatics. 2021. 13: 30. (JCR Q1) IF=8.489; citation: 10

[3]    Fan Hu, Dongqi Wang, Huazhen Huang, Yishen Hu, and Peng Yin^(*). Bridging the Gap between Target-Based and Cell-Based Drug Discovery with a Graph Generative Multitask Model. Journal of Chemical Information and Modeling. 2022 DOI: 10.1021/acs.jcim.2c01180. IF=6.162;

[4]    Hu F, Jiang J, Yin P. Prediction of Potential Commercially Available Inhibitors against SARS-CoV-2 by Multi-Task Deep Learning Model. Biomolecules. 2022; 12(8):1156. IF= 6.064 (citation: 60).

[5]    Wang, P., Li, Q., Yin, P^(*) et al. A convolution neural network approach for fall detection based on adaptive channel selection of UWB radar signals. Neural Computing and Applications, 1-14. (2022). (JCR Q1) IF=5.102

[6]    Zhu M^#, Yin P^(#*), Hu F, Jiang J, Yin L, Li Y, Wang S. Integrating genome-wide association and transcriptome prediction model identifies novel target genes for osteoporosis. OSTEOPOROSIS INTERNATIONAL. 2021, 32(12): 2493-2503. (JCR Q1) IF=5.072; citation=2

[7]    Yin, P.^#, Meng, J. ^#, Chen, J. ^# et al. Antiviral drugs arbidol and interferon alpha-1b contribute to reducing the severity of COVID-19 patients: a retrospective cohort study. Virology Journal,18, 142 (2021). IF=5.913; citation=5

[8]    Yin P. and Shi J.Q^(*). Simulation-based sensitivity analysis for non-ignorably missing data. Statistical Methods in Medical Research. JAN 2019. 28(1):289-308. (JQR Q1); citation=8

[9]    Susceptibility to corticosteroid-induced adrenal suppression: a genome-wide association study. Daniel B Hawcutt; Ben Francis; Daniel F Carr; Andrea L Jorgensen; Peng Yin; Naomi Wallin; Natalie O’Hara; Eunice J Zhang; Katarzyna M Bloch; Amitava Ganguli; Ben Thompson; Laurence McEvoy; Matthew Peak;, Andrew A Crawford; Brian R Walker; Joanne C Blair; Jonathan Couriel; Rosalind L Smyth; Munir Pirmohamed^(*). Lancet Respiratory Medicine. JUN 2018. 6(6): 442-450. (JQR Q1, IF=102.642) citation: 56

[10]              DeepBindRG: a deep learning based method for estimating effective protein–ligand affinity. Haiping Zhang, Linbu Liao, Konda Mani Saravanan, Peng Yin^(*) and Yanjie Wei^(*).PeerJ. 2019; 7:e7362. (JCR Q2) citation: 63

[11]              Tumor Temporal Proteome Profiling Reveals the Immunological Triple Offensive Induced by Synthetic Anti-Cancer Salmonella. Yang SX, Zhao WJ, Zhu MC, et al. and Yin P., Li N. Front. Immunol.,12, 3350. 2021. (JQR Q1). IF=8.786

[12]              A Genome-wide Association Study of Circulating Levels of Atorvastatin and Its Major Metabolites. Turner RM, Fontana V, Zhang JE, Carr D, Yin P, FitzGerald R, Morris AP, Pirmohamed M. Clin Pharmacol Ther. 2020 Aug;108(2):287-297. IF=6.903

[13]              Investigating the prevalence, predictors and prognosis of suboptimal statin therapy early after a non-ST elevation acute coronary syndrome. Turner, R. M. ^(*); Yin, P.; Hanson, A.; FitzGerald, R.; Morris, A. P.; Stables, R.; Jorgensen, A. L. and Pirmohamed, M. Journal of Clinical Lipidology. 2017; 11(1):204-214.  (JQR Q1) IF=5.365

[14]              Clinical predictors of proteinuric remission following an LN flare - evidence from the UK JSLE cohort study. Smith E.M.D. ^(*); Yin P.; Jorgensen A.L.; Beresford M.W. Pediatric Rheumatology. FEB 2018. 21;16(1):14. (JQR Q1)

[15]              Thiesen S, Yin P, Jorgensen AL, Zhang JE, Manzo V, McEvoy L, Barton C, Picton S, Bailey S, Brock P, Vyas H, Walker D, Makin G, Bandi S, Pizer B, Hawcutt DB, Pirmohamed M. TPMT, COMT and ACYP2 genetic variants in paediatric cancer patients with cisplatin-induced ototoxicity. Pharmacogenet Genomics. 2017 Jun;27(6):213-222. Citation: 52.

[16]              Transcriptome-Wide Association Study Identifies Novel Candidate Genes Associated with Osteoporosis. Muchun Zhu, Peng Yin^(*). 美国ASHG会议2019.

[17]              Multivariate Time Series Missing Data Imputation Using Recurrent Denoising Autoencoder. Jianye Zhang; Peng Yin^*. 美国 BIBM 2019. (CCF B)

[18]              Interpretable Prediction of Protein-Ligand Interaction by Convolutional Neural Network. Fan Hu; Jiaxin Jiang; Peng Yin^*.美国 BIBM 2019. (CCF B)

[19]              Generating Novel Compounds Targeting SARS-CoV-2 Main Protease Based On Imbalanced Dataset, Fan Hu, Dongqi Wang, Yishen Hu, Jiaxin Jiang and Peng Yin^*. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, pp 432-436. (CCF B)

[20]              Structure Enhanced Protein-Drug Interaction Prediction using Transformer and Graph Embedding, Fan Hu, Yishen Hu, Dongqi Wang, Jiaxin Jiang, Peng Yin^*; 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Seoul (online) 2020, pp 1010-1014. (CCF B)

Ø  殷鹏; 周家岐; 集合间相似度的确定方法和装置, 2020-5-19, 中国, ZL201711317249.5. (专利)

Ø  朱木春; 殷鹏; 艾红; 胡帆; 骨密度性状遗传力分析方法及装置, 2020-9-22,中国, ZL201811551760.6. (专利)

Biostatistics, bioinformatics, AI in biomedical research

已指导学生

殷力  硕士研究生  085208-电子与通信工程  

李婉莹  硕士研究生  085210-控制工程  

胡奕绅  硕士研究生  085211-计算机技术  

王东奇  硕士研究生  085211-计算机技术  

胡博闻  硕士研究生  085211-计算机技术  

游森榕  硕士研究生  085211-计算机技术  

高俊晓  硕士研究生  085211-计算机技术  

现指导学生

宫长威  硕士研究生  081200-计算机科学与技术  

黄华振  硕士研究生  085400-电子信息  

荆常宏  硕士研究生  085404-计算机技术  

叶翔鹏  硕士研究生  085404-计算机技术  

王中昊  硕士研究生  085404-计算机技术  

张维鸿  硕士研究生  085404-计算机技术  

李浩荣  硕士研究生  085404-计算机技术  

周彤  硕士研究生  085404-计算机技术  

史献国  硕士研究生  085404-计算机技术