lihongkai
姓名：李洪凯 邮箱：lihongkaiyouxiang@163.com 联系地址：济南市市中区二环东路12550号国家健康医疗大数据研究院 李洪凯，国家健康医疗大数据研究院大数据因果推断中心主任，山东大学公共卫生学院正高级研究员，山东省产业技术研究院特聘研究员。中国现场统计研究会因果推断分会常务理事，中国工业统计研究会健康医疗大数据学会理事，山东省脑胶质瘤多学科联合委员会委员。主要研究方向包括未知混杂的控制方法、因果推断框架下的数据整合，中介效应分析，测量误差和选择性偏倚的... More+
Paper Publications
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[1] 吴思佳. Comparative efficacy and safety of glucose-lowering drugs in children and adolescents with type 2 diabetes: A systematic review and network meta-analysis. Frontiers in Endocrinology, 13, 2022.
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[2] 于媛媛. Identification and Estimation of Causal Effects Using a Negative-Control Exposure in Time-Series Studies With Applications to Environmental Epidemiology. AMERICAN JOURNAL OF EPIDEMIOLOGY, 190, 468, 2021.
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[3] 吴雨桐. 基于Apriori算法分析2021年山东省医疗器械不良事件的关联性. 山东大学学报（医学版）, 60, 111, 2022.
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[4] 吴思佳. Comparative efficacy and safety of glucose-lowering drugs in children and adolescents with type 2 diabetes: A systematic review and network meta-analysis. Frontiers in Endocrinology, 13, 2022.
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[5] 司书成. Exploring the Causal Roles of Circulating Remnant Lipid Profile on Cardiovascular and Cerebrovascular Diseases: Mendelian Randomization Study. JOURNAL OF EPIDEMIOLOGY, 32, 205, 2022.
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[6] 刘新辉. Genetically Predicted Insomnia in Relation to 14 Cardiovascular Conditions and 17 Cardiometabolic Risk Factors: A Mendelian Randomization Study. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 10, 2021.
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[7] Causal Mediation Analysis with Multiple Causally Ordered and Non-ordered Mediators based on Summarized Genetic Data. Statistical Methods in Medical Research, 2022.
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[8] Impact of Nonrandom Selection Mechanisms on the Causal Effect Estimation for Two-sample Mendelian Randomization Methods. Plos Genetics, 2022.
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[9] 侯蕾. Exploring the causal pathway from ischemic stroke to atrial fibrillation: a network Mendelian randomization study. MOLECULAR MEDICINE, 26, 2020.
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[10] 李洪凯. Causal data fusion methods using summary-level statistics for a continuous outcome. STATISTICS IN MEDICINE, 39, 1054, 2020.
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[11] 司书成. Causal Pathways from Body Components and Regional Fat to Extensive Metabolic Phenotypes: A Mendelian Randomization Study. Obesity, 28, 1536, 2020.
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[12] 魏佳特. Impacts of transportation and meteorological factors on the transmission of COVID-19. International Journal of Hygiene and Environmental Health, 230, 2020.
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[13] 司书成. Causal Effect of the Triglyceride-Glucose Index and the Joint Exposure of Higher Glucose and Triglyceride With Extensive Cardio-Cerebrovascular Metabolic Outcomes in the UK Biobank: A Mendelian Randomization Study. FRONTIERS IN CARDIOVASCULAR MEDICINE, 7, 2021.
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[14] 于媛媛. Identification and Estimation of Causal Effects Using a Negative-Control Exposure in Time-Series Studies With Applications to Environmental Epidemiology. AMERICAN JOURNAL OF EPIDEMIOLOGY, 190, 468, 2021.
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[15] 侯磊. Exploring the causal pathway from bilirubin to CVD and diabetes in the UK biobank cohort study: Observational findings and Mendelian randomization studies. ATHEROSCLEROSIS, 320, 112, 2021.
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[16] 于媛媛. Identification and Estimation of Causal Effects Using a Negative-Control Exposure in Time-Series Studies With Applications to Environmental Epidemiology. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2020.
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[17] 魏佳特. Impacts of transportation and meteorological factors on the transmission of COVID-19. INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH, 2020.
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[18] Yu, Yuanyuan. The alarming problems of confounding equivalence using logistic regression models in the perspective of causal diagrams. BMC MEDICAL RESEARCH METHODOLOGY, 17, 2017.
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[19] 李洪凯. A novel path-specific effect statistic for identifying the differential specific paths in systems epidemiology. BMC genetics, 21, 2020.
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[20] 刘璐. A novel method for controlling unobserved confounding using double confounders. BMC MEDICAL RESEARCH METHODOLOGY, 20, 2020.