基于重症监护室(ICU)大数据的创伤决策支持系统研究

81771938
2017
H2806.医学信息系统与远程医疗
孔桂兰
面上项目
副研究员
北京大学
50万元
证据融合;医学大数据;临床决策支持系统;证据推理规则;重症监护室
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment 期刊论文 孔桂兰;Lili Jiang;Xiaofeng Yin;Tianbing Wang;Dong Ling Xu;Jian Bo Yang;Yonghua Hu
2 Association between the Charlson Comorbidity Index and the risk of 30-day unplanned readmission in patients receiving maintenance dialysis 期刊论文 Lin Yu;Yang Chao;Chu Hong;Wu Jingyi;Lin Ke;Shi Ying;Wang Haibo;孔桂兰;Zhang Luxia
3 Development of a scoring tool for predicting prolonged length of hospital stay in peritoneal dialysis patients through data mining 期刊论文 Wu Jingyi;孔桂兰;Lin Yu;Chu Hong;Yang Chao;Shi Ying;Wang Haibo;Zhang Luxia
4 Big data in nephrology: Are we ready for the change? 期刊论文 Yang Chao;孔桂兰;Wang Liwei;Zhang Luxia;Zhao Ming Hui
5 The association between reduced kidney function and hearing loss: a cross-sectional study. 期刊论文 Liu W;Meng Q;Wang Y;Yang C;Liu L;Wang H;Su Z;孔桂兰;Zhao Y;Zhang L
6 Long-Term Exposure to Ambient PM2.5, Sunlight, and Obesity: A Nationwide Study in China 期刊论文 Rui Chen;Chao Yang;Pengfei Li;Jinwei Wang;Ze Liang;Wanzhou Wang;Yueyao Wang;Chenyu Liang;Ruogu Meng;Huai-yu Wang;Suyuan Peng;Xiaoyu Sun;Zaiming Su;孔桂兰;Fang wang;Luxia Zhang
7 支持向量机在ICU急性肾损伤患者住院死亡风险预测中的应用 期刊论文 蔺轲;谢俊卿;胡永华;孔桂兰
8 Predicting length of stay in intensive care unit using ensemble learning methods 会议论文 Jingyi Wu;Yu Lin;Ke Lin;Yonghua Hu;孔桂兰
9 Predicting ICU readmission in patients with sepsis via machine learning approaches 会议论文 Yu Lin;Jingyi Wu;Yonghua Hu;孔桂兰
10 Predicting in-hospital mortality of patients with sepsis in the ICU via machine learning models 会议论文 Ke Lin;Junqing Xie;孔桂兰
11 Age- and Gender-Specific Prevalence of Frailty and Its Outcomes in the Longevous Population: The Chinese Longitudinal Healthy Longevity Study 期刊论文 Wang Huai-yu;Lv Xiaozhen;Du Jian;孔桂兰;Zhang Luxia
12 Predicting Prolonged Length of Hospital Stay for Peritoneal Dialysis-Treated Patients Using Stacked Generalization: Model Development and Validation Study 期刊论文 孔桂兰;Wu Jingyi;Chu Hong;Yang Chao;Lin Yu;Lin Ke;Shi Ying;Wang Haibo;Zhang Luxia
13 基于XGBoost算法的ICU脓毒症患者住院死亡风险预测研究 期刊论文 蔺轲;林瑜;孔桂兰
14 Influence of doctors’ perception on the diagnostic status of chronic kidney disease: results from 976 409 individuals with electronic health records in China 期刊论文 Huai-Yu Wang;Guo-Hui Ding;Hongbo Lin;Xiaoyu Sun;Chao Yang;Suyuan Peng;Jinwei Wang;Jian Du;Yu Zhao;Zhengyue Chen;Beiyan Bao;孔桂兰;Luxia Zhang
15 Evidential Reasoning Rule-Based Decision Support System for Predicting ICU Admission and In-Hospital Death of Trauma 期刊论文 孔桂兰;Dong-Ling Xu;Jian-Bo Yang;Tianbing Wang;Baoguo Jiang
16 基于集成学习模型预测重症患者再入重症监护病房的风险 期刊论文 林瑜;吴静依;蔺轲;胡永华;孔桂兰
17 Using electronic health record data to establish a chronic kidney disease surveillance system in China: protocol for the China Kidney Disease Network (CK-NET)-Yinzhou Study 期刊论文 Wang Jinwei;Bao Beiyan;Shen Peng;孔桂兰;Yang Yu;Sun Xiaoyu;Ding Guohui;Gao Bixia;Yang Chao;Zhao Minghui;Lin Hongbo;Zhang Luxia
18 Predicting length of ICU stay via random forest 会议论文 Jingyi wu;Ke Lin;Yu Lin;Yonghua Hu;孔桂兰
19 Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU 期刊论文 孔桂兰;Ke Lin;Yonghua Hu
20 Anemia and Kidney Function Decline among the Middle-Aged and Elderly in China: A Population-Based National Longitudinal Study 期刊论文 Yang Chao;Meng Qinqin;Wang Huaiyu;Wang Yafeng;Su Zaiming;Liu Lili;Liu Wenwen;孔桂兰;Zhang Luxia;Zhao Yaohui;Zhao Ming-Hui
21 基于机器学习的ICU入住时长分类预测研究 期刊论文 吴静依;林瑜;蔺轲;胡永华;孔桂兰
22 医疗大数据在学习型健康医疗系统中的应用 期刊论文 柴扬帆;孔桂兰;张路霞
23 Association of cardiovascular disease with 30-day hospital readmission in Chinese patients receiving maintenance dialysis 期刊论文 Chen Rui;Yang Chao;Zhu Ming;Chu Hong;Wang Jinwei;Gao Bixia;Liu Lili;Jiang Yifang;Lin Yu;Wu Jingyi;孔桂兰;Wang Fang;Zhang Luxia;Zhao Minghui
24 脓毒症急性肾损伤时血管活性药物的选择 期刊论文 晁彦公
25 Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model 期刊论文 Lin Ke;Hu Yonghua;孔桂兰
26 Predicting prolonged length of ICU stay through machine learning 期刊论文 Jingyi Wu;Yu Lin;Pengfei Li;Yonghua Hu;Luxia Zhang;孔桂兰
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