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张岩波(中西医结合内科学)

发布者: [发表时间]:2022-04-28 [来源]: [浏览次数]:

张岩波导师简介

个人简介:

张岩波,男,196911月出生。流行病与卫生统计学博士,教授(二级),博士生导师,山西中医药大学副校长,山西省重大疾病风险评估重点实验室主任。兼任世界中医药联合会临床科研统计分会副会长,中华预防医学会生物统计分会常务委员,中国卫生信息与健康医疗大数据学会理论与方法专业委员会委员,IBS-中国分会委员,亚太华人生存质量协会委员;《中国卫生统计》、《中国医院统计》杂志编委;山西省三晋英才拔尖骨干人才,山西省教学名师,山西省医学教学指导委员会秘书长,山西省精品课程共享联盟秘书长。参编多部著作与医学统计学教材;发表论文170余篇,SCI收录30余篇。

研究学科(领域):中西医结合内科学

研究方向:1.量化研究与健康测量评价等相关统计方法

2.重大慢病临床队列、风险评估及统计方法

主持项目

1.多标签学习统计性质及冠心病联合与进化集成学习预后模型构建研究(82173631),国家自然科学基金委员会面上项目,2022-012025-12,在研,主持。

2.心脑血管疾病患者报告结局(PRO)恶化预警与潜在状态评估模型构建(81872714),国家自然科学基金委员会面上项目,2019-012022-12,在研,主持。

3.慢性病患者报告临床结局(PRO)评价体系研究(81273180),国家自然科学基金委员会面上项目,2013-012016-12,已结题,主持。

4.基于单体型或高维SNPs基因整体效应的潜在结构关联模型研(31071156),国家自然科学基金委员会面上项目,2011/01-2011/12,已结题,主持。

5.心理障碍性疾病基因与环境作用的潜变量建模研究(30972553),国家自然科学基金委员会面上项目,2010/01-2012/12,已结题,主持。

6.医师职业紧张的多水平模型建模及其对策研究(30200236),国家自然科学基金委员会青年基金,2003/01-2005/12,已结题,主持。

7.重大疾病风险评估山西省重点实验室(晋科函[2019]19号),山西省科技厅科技创新平台,2018-2021,已结题,主持。

8.健康医疗大数据分析超算服务器与共享管理系统(晋财教[2018]252号),山西省科技厅,2018,已结题,主持。

9.公共卫生干预与效果评价研究-基于移动医疗技术大数据管理与疾病模型构建(201603D321101),山西省重点研发计划(指南)项目,2016-072018-12,已结题,主持。

代表性成果:

部分发表论文:

1.Zheng Chu, Han Linai, Tian Jing, Li Jing, He Hangzhi, Han Gangfei, Wang Ke, Yang Hong, Yan Jingjing, Meng Bingxia, Han Qinghua*, Zhang Yanbo*. Hierarchical management of chronic heart failure: a perspective based on the latent structure of comorbidities[J]. ESC heart failure, 2022, 9(1): 595-605.

2.Wang Guan, Zhang Yanbo*, Li Sijin, Zhang Jun, Jiang Dongkui, Li Xiuzhen, Li Yulin, Du Jie*. A Machine Learning-Based Prediction Model for Cardiovascular Risk in Women With Preeclampsia.[J]. Frontiers in cardiovascular medicine, 2021,1465:736491-736501.

3.Yang Hong, Tian Jing, Meng Bingxia, Wang Ke, Zheng Chu, Liu Yanlin, Yan Jingjing, Han Qinghua*, Zhang Yanbi*. Application of Extreme Learning Machine in the Survival Analysis of Chronic Heart Failure Patients With High Percentage of Censored Survival Time[J]. Frontiers in cardiovascular medicine, 2021, 8:726516-726526.

4.Yang Hong, Li Xinxin, Cao Hongyan, Cui Yuehua, Luo Yanhong, Liu Jinchun*, Zhang Yanbo*. Using machine learning methods to predict hepatic encephalopathy in cirrhotic patients with unbalanced data[J]. Computer Methods and Programs in Biomedicine, 2021, 211: 106420-106426.

5.Wang Ke, Tian Jing d, Zheng Chu, Yang Hong, Ren Jia, Liu Yanling, Han Qinghua*, Zhang Yanbo*. Interpretable prediction of 3-year all-cause mortality in patients with heart failure caused by coronary heart disease based on machine learning and SHAP[J]. Computers in Biology and Medicine, 2021, 137: 104813-104821.

6.Zheng Chu, Tian Jing, Wang Ke, Han Lin’ai, Yang Hong, Ren Jia, Li Chenhao, Zhang Qing, Han Qinghua*, Zhang Yanbo*. Time-to-event prediction analysis of patients with chronic heart failure comorbid with atrial fibrillation: a LightGBM model[J]. BMC Cardiovascular Disorders, 2021, 21(1): 1-12.

7.Ke, Tian Jing, Zheng Chu, Yang Hong, Ren Jia, Li Chenhao, Han Qinghua*, Zhang Yanbo*. Improving Risk Identification of Adverse Outcomes in Chronic Heart Failure Using SMOTE+ENN and Machine Learning[J]. Risk Management and Healthcare Policy, 2021, 14: 2453-2463.

8.Tian Jing, Zhao Jinghua, Zhang Qing, Ren Jia, Han Linai, Li Jing, Zhang Yanbo*, Han Qinghua*. Assessment of chronic disease self-management in patients with chronic heart failure based on the MCID of patient-reported outcomes by the multilevel model[J]. BMC cardiovascular disorders, 2021, 21(1): 1-10.

9.He Hangzhi, Li Hao, Zeng Xianhua, Zhao Hui*, Zhang Yanbo*. Development and validation of a patient-reported outcome measure for patients with chronic respiratory failure: The CRF-PROM scale.[J]. Health Expectations, 2021, 24(5): 1842-1858.

10.Han Qiang#, Ren Jia#, Tian Jing, Yang Hong, Zhang Qing, Wang Ruoya, Zhao Jinghua, Han Linai, Li Chenhao, Yan Jingjing, Wang Ke, Zheng Chu, Han Qinghua*, Zhang Yanbo*. A nomogram based on a patient-reported outcomes measure: predicting the risk of readmission for patients with chronic heart failure[J]. Health and quality of life outcomes, 2020, 18(1): 1-8.

11.Li Hao, Cui Yuan, Tian Jin, Yang Hong, Zhang Qing, Wang Ke, Han Qinghua*, Zhang Yanbo*. A novel age-biomarker-clinical history prognostic index for heart failure with reduced left ventricular ejection fraction [J]. Open Medicine, 2020,15(1): 644-653.

12.Hu Xiaojuan, Zhao Zhiqiang, Zhang Shaokai, Luo Yanhong, Yu Hongmei, Zhang Yanbo*. CA-PROM: Validation of a general patient-reported outcomes measure for Chinese patients with cancer [J]. Cancer Epidemiology, 2020,  67: 101774-101783.

13.Hu Xiaojuan, Zhao Fen, Yu Hongmei, Luo Yanhong, Liu Jinchun*, Zhang Yanbo*. GC-PROM: validation of a patient-reported outcomes measure for Chinese patients with gastric cancer [J]. BMC Cancer, 2020, 20(1): 1-11.

14.Tian Jing, Yan Jingjing, Zhang Qing, Yang Hong, Chen Xinlong, Han Qiang, Han Rui, Ren Jia, Zhang Yambo*, Han Qinghua*. Analysis Of Re-Hospitalizations For Patients With Heart Failure Caused By Coronary Heart Disease: Data Of First Event And Recurrent Event [J]. Therapeutics and Clinical Risk Management, 2019, 15:1333-1341.

15.Tian Jing, Xue Jiangping, Hu Xiaojuan, Han Qinghua*, Zhang Yanbo*. CHF-PROM: validation of a patient-reported outcome measure for patients with chronic heart failure [J]. Health and Quality of Life Outcomes, 2018, 16(1): 51-64.

16.Cheng Fan, Cao Hongyan, Liu Jinchun, Jiang Lijun, Han Hongjuan, Zhang Yanbo*, Guo Dongxing*. Meta-analysis of the accuracy of transient elastography in measuring liver stiffness to diagnose esophageal varices in cirrhosis[J]. Medicine,2018,97(28):e11368-11378.

17.Yu Hongmei*, Gao Caihong, Zhang Yanbo, He Runlian, Zhou Liye, Liang Ruifeng. Trajectories of health-related quality of life during the natural history of dementia: a six-wave longitudinal study [J]. International Journal of Geriatric Psychiatry, 2017, 32(09): 940-948.

18.Liu Na, Lv Jing, Liu Jinchun, Zhang Yanbo*. The PU‐PROM: A patient‐reported outcome measure for peptic ulcer disease [J]. Health Expectations, 2017, 20(6): 1350-1366.

19.Hu Xiaojuan, Zhang Chunsen, Zhang Yanbo*. BC-PROM: validation of a patient-reported outcomes measure for patients with breast cancer [J]. Medicine, 2017, 96(17): e6781-6789.

20.Cao Hongyan, Li Zhi, Yang Haitao, Cui Yuehua*, Zhang Yanbo*. Longitudinal data analysis for rare variants detection with penalized quadratic inference function[J]. Scientific Reports,2017,7(1): 1-11.

21.Luo Yanhong, Li Zhi, Guo Husheng, Cao Hongyan, Song Chunying, Guo Xingping, Zhang Yanbo*. Predicting congenital heart defects: A comparison of three data mining methods[J]. PloS one,2017,12(5): e0177811-0177824.

22.Zhang Ying, Yang Yuanyuan, Lv Jing, Zhang Yanbo*. LC-PROM: Validation of a patient reported outcomes measure for liver cirrhosis patients [J]. Health and Quality of Life Outcomes,2016, 14(1): 1-16.

23.Luo Yanhong, Yang Jie, Zhang Yanbo*. Development and validation of a patient-reported outcome measure for stroke patients [J]. Health and Quality of Life Outcomes, 2015, 2015, 13(1): 1-18.

24.Li Zhi, Liu Qiaojun, Zhang Yanbo*. Development and validation of patient-reported outcomes scale for hypertension [J]. International Journal for Quality in Health Care, 2015, 27(5): 369-376.

25.Cao Hongyan, Wei Xiaoyuan, Guo Xingping, Song Chunying, Luo Yanhong, Cui Yuehua, Hu Xianming, Zhang Yanbo*. Screening high-risk clusters for developing birth defects in mothers in Shanxi Province, China: application of latent class cluster analysis[J]. BMC Pregnancy and Childbirth,2015, 15(1): 1-8.

26.闫晶晶,田晶,王可,李浩,李晨昊,韩嫱,罗天娥,韩清华*,张岩波*.冠心病合并慢性心力衰竭患者再住院条件脆弱模型分析[J].中国卫生统计. 202037(01): 66-69.

27.杨弘,田晶,王可,张青,韩清华*,张岩波*.混合型缺失数据填补方法比较与应用[J].中国卫生统计. 202037(03): 395-399.

28.王可,杨弘,田晶,李晨昊,韩清华*,张岩波*.基于Monte Carlo模拟的完全随机缺失数据处理方法效果比较[J].中国卫生统计, 2020 37(02): 298-301.

29.李浩,程璠,郭东星,刘近春*,张岩波*.肝硬化患者并发自发性细菌性腹膜炎的高危特征与潜在风险分析[J].中国卫生统计,202037(05):664-666+671.

30.韩嫱,田晶,闫晶晶,李晨昊,杨弘,王可,韩清华*,张岩波*.冠心病合并心力衰竭患者再住院影响因素的多水平模型[J].中华疾病控制杂志. 201923(08): 961-965.

31.罗艳虹,李治,余红梅,郭虎生,曹红艳,王蕾,宋春英,郭兴萍*,张岩波*.基于代价敏感性和概率校准的先天性心脏病概率预测模型研究[J].中国卫生统计. 201936(01): 36-39.

32.刘佳文,赵芬,张艳娜,刘近春*,张岩波*.胃癌患者报告结局量表的研制与计量心理学特征考核[J].中国卫生统计. 201936(03): 330-333.

33.于大海,李金,罗艳虹,刘近春*,张岩波*.随机森林模型和决策树模型在肝硬化上消化道出血预后中的应用[J].中国卫生统计,201936(02):162-166.

34.赵晶华,李鹭,曹红艳,宋春英*,郭兴萍*,张岩波*.基于循证医学的出生缺陷发病风险预测模型[J].中华疾病控制杂志,201923(09):1143-1147.

35.姚瑶,张春森,胡晓娟,张岩波*.乳腺癌患者报告结局量表条目筛选和信度与效度考核[J].中国卫生统计,201835(02):204-208.

36.程璠,曹红艳,武希润,刘近春,郭东星,张岩波*.肝性脑病诱发因素的潜在类别模型与高危人群筛选[J].慢性病学杂志,201819(01):4-7+11.

37.喻嘉宏,陈小娜,郜艳晖,张岩波,陈柏楠,孔羡怡,杨朔,李丽霞*.潜变量增长混合模型在医学研究中的应用[J].中国卫生统计,201835(04):496-499.

38.石岩,姚瑶,王芳芳,孟庆红,乔乾库,曹红艳,张岩波*.糖尿病视网膜病变知信行潜在类别模型群体特征分析[J].中国药物与临床,201818(07):1073-1076.

39.曹红艳,曾平,李治,崔跃华,张岩波*.惩罚广义估计方程在纵向数据基因关联分析中的应用[J].中国卫生统计,201734(04):534-537.

40.李欣欣,董丽敏,刘晓英*,张岩波*.基于结构方程模型探讨哮喘患者治疗依从性影响因素[J].中华疾病控制杂志,201721(02):187-191.

41.刘娜,石志红,曹红艳,郭兴萍*,张岩波*.潜在特质模型在疾病易感性评价中的应用[J].中国卫生统计,201734(02):341-344.

42.曹红艳,罗艳虹,张岩波*.卫生统计学贯通式教学方法的应用[J].中国卫生统计,201734(02):355-357.

43.张瑛,杨圆圆,罗艳虹,李治,张岩波*.肝硬化患者报告临床结局量表计量心理学特征考核[J].中国卫生统计. 201633(03): 400-403.

44.李金,刘小琴,曹红艳,张岩波*.潜在类别分析在出生缺陷高危人群识别中的应用[J].中国卫生统计,201633(04):587-590.

45.武姣,吕静,杨圆圆,罗艳虹,刘娜,张岩波*.基于消化性溃疡患者报告结局量表的条目筛选[J].慢性病学杂志,201617(04):365-368.

46.武姣,罗艳虹,郭兴萍,宋春英,曹红艳,张岩波*.母亲孕早期患病对出生缺陷的随机效应Logistic模型分析[J].中华疾病控制杂志,201620(02):146-148+157.

47.关超,郭小玲,李敏捷,张岩波*.冠心病患者报告临床结局量表的条目筛选[J].慢性病学杂志,201617(01):6-9.

48.李敏捷,吕宏梅,罗艳虹,刘晓英*,张岩波*.慢性阻塞性肺疾病患者报告临床结局量表的信度与效度评价[J].中国药物与临床,201616(01):4-8.

49.李敏捷,吕宏梅,罗艳虹,刘晓英*,张岩波*.慢性阻塞性肺疾病患者报告临床结局量表的条目筛选[J].中国呼吸与危重监护杂志,201615(02):105-108.

50.赵芬,杨圆圆,杨晶,张知良,刘近春*,张岩波*.肝硬化患者报告结局量表条目的筛选[J].中国药物与临床,201616(06):773-777.

51.魏晓媛,杨洁,罗艳虹,李治,张岩波*.脑卒中PRO量表的信度效度分析[J].中国卫生统计,201532(01):45-48.

52.石志红,曾宪华,罗艳虹,张岩波*.慢性呼吸衰竭患者报告临床结局量表的信效度分析[J].中国呼吸与危重监护杂志. 201413(04): 385-388.

53.董丽敏,张岩波*,姚雅红,刘晓英.哮喘患者报告临床结局量表的考评[J].中国呼吸与危重监护杂志. 201312(01): 32-35.

出版著作与教材:

1.Statistical Methods for Biomedical Research》(World Scientific Publishing Co. Pte. Ltd2021),associate editor

2.《医学统计学》(第5版)(人民卫生出版社,2020),参编

3.《生物医学研究中的统计方法》(高等教育出版社,2019),副主编

4.《高级医学统计学》(科学出版社,2014),参编

5.《潜变量分析》(高等教育出版社,2009),主编

6.《生物医学研究中的统计方法》(高等教育出版社,2007),副主编

7.《医学与人文》(中国当代社出版,2004),主编

发明专利与软件著作权:

1.患者报告临床结局(PRO)管理与评估系统V1.02019

2.慢性病风险评估系统V1.02017

联系方式:

Email:sxmuzyb@126.com