（医学人工智能方向）
[1]An artificial intelligence platform for the multihospital collaborative management of congenital cataracts.Nature Biomedical Engineering.2017
[2]Systemically modeling the relationship between climate change and wheat aphid abundance..Science of The Total Environment.2019
[3]Prediction of postoperative complications of pediatric cataract patients using data mining.Journal of Translational Medicine.2019
[4]An interpretable and expandable deep learning diagnostic system for multiple ocular diseases: qualitative study.Journal of medical Internet research.2018
[1] Saurav Mallik, Guimin Qin, Peilin Jia, Zhongming Zhao. Molecular signatures identified by integrating gene expression and methylation in non-seminoma and seminoma of testicular germ cell tumors. Epigenetics. https://doi.org/10.1080/15592294.2020.1790108
[2] Guimin Qin, Saurav Mallik, Ramkrishna Mitra, Aimin Li, Peilin Jia, Christine Eischen, Zhongming Zhao*. MicroRNA and transcription factor co-regulatory networks and subtype classification of seminoma and non-seminoma in testicular germ cell tumors. Scientific Reports, 2020，10（1）: 1-14.
[3] Guimin Qin, LuqiongYang,Yuying Ma, JiayanLiu,QiuyanHuo. The Exploration of Disease-specific Gene Regulatory Networks in Esophageal Carcinoma and Stomach Adenocarcinoma-manuscript. BMC Bioinformatics.2019, 20(Suppl 22):717.
[4] Aimin Li, Guimin Qin, Akiko Suzuki, Mona Gajera, Junichi Iwata, Peilin Jia*, Zhongming Zhao*. Network-based identification of critical regulators as putative drivers of human cleft lip. BMC Medical Genomics, 2019, 12(1): 16~16.
[5] 覃桂敏, 刘佳妍, 殷雨等. 基因调控网络中的癌症标记物预测方法[J].
学报, 2019,46(06):81-87.
[6] QiuyanHuo, Yuying Ma, Yu Yin, Guimin Qin*. Biomarker Identification for Liver Hepatocellular Carcinoma and Cholangiocarcinoma Based on Gene Regulatory Network Analysis. Current Bioinformatics.（已录用）
[7] GuiminQin,LuqiongYang,JiayanLiu,QiuyanHuo. Integrative Analysis of Gene Regulatory Networks in Esophageal Carcinoma and Stomach Adenocarcinoma. IDMB2019, 2019, Jun 21-23.
[8] Xiaoke Ma*, Penggang Sun, GuiminQin. Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability. PatternRecognition. 71(2017)361-374
[9] Xiaoke Ma, PenggangSun,Guimin Qin. Identifying condition-specific modules by clustering multiple networks. IEEE/ACM transactions on computational biology and bioinformatics. 2017 Oct 10.
[10]Shengli Song*, Xiang Zhang, GuiminQin, Multi-domain Ontology Mapping based on Semantics, ClusterComputing, 2017, 20(4): 3379-3391
[11] Guimin Qin, RuiyiLi,Xingming Zhao. PhosD: inferring kinase–substrate interactions based on protein domains. Bioinformatics. 2016 Dec 28;33(8):1197-204.
[12] GuiminQin,RuiyiLi,Xingming Zhao. Identifying disease associated miRNAs based on protein domains. IEEE/ACM transactions on computational biology and bioinformatics. 2016 Nov 1;13(6):1027-35.
[13] GuiminQin,YiboHou,Xingming Zhao. A systematic exploration of the associations between amino acid variants and post-translational modifications. Neurocomputing. 2016 Sep 19;206:13-8.
[14] GuiminQin,YiboHou,BaoguoYu,Xiyang Liu. A disease module detection algorithm for lung adenocarcinoma tumor network with significance of connections and network controllability methodology. 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2016 Dec 15 (pp. 1834-1840). IEEE.
