1.Yifan Gu#, Xuebing Yang#, Lei Tian, Hongyu Yang, Jicheng Lv, Chao Yang, Jinwei Wang, Jianing Xi, Guilan Kong*, Wensheng Zhang*. Structure-aware siamese graph neural networks for encounter-level patient similarity learning. Journal of Biomedical Informatics. 2022, 127: 104027.
2.Wenwen Liu, Chao Yang, Lili Liu, Guilan Kong*, Luxia Zhang. Bidirectional associations of vision loss, hearing loss, and dual sensory loss with depressive symptoms among the middle-aged and older adults in China. Journal of Affective Disorders. 2022, 301: 225-232.
3.Guilan Kong*, Dong-Ling Xu, Jian-Bo Yang, Tianbing Wang, Baoguo Jiang*. Evidential reasoning rule-based decision support system for predicting in-hospital death and ICU admission of trauma patients. IEEE Transactions on Systems, Man and Cybernetics: Systems. 2021, 51(11): 7131-7142.
4.Jingyi Wu, Yu Lin, Pengfei Li, Yonghua Hu, Luxia Zhang, Guilan Kong*. Predicting prolonged length of ICU stay through machine learning. Diagnostics. 2021, 11(12): 2242.
5.Huai-Yu Wang, Guo-Hui Ding, Hongbo Lin, Xiaoyu Sun, Chao Yang, Suyuan Peng, Jinwei Wang, Jian Du, Yu Zhao, Zhengyue Chen, Beiyan Bao*, Guilan Kong*, Luxia Zhang. Influence of doctors’ perception on the diagnostic status of chronic kidney disease – results from 976,409 individuals with electronic health records in china. Clinical Kidney Journal. 2021, 14(11): 2428–2436.
6.Guilan Kong#, Jingyi Wu#, Hong Chu, Chao Yang, Yu Lin, Ke Lin, Ying Shi, Haibo Wang, Luxia Zhang*, on behalf of China Kidney Disease Network Working Group. Predicting prolonged length of hospital stay for peritoneal dialysis patients: a stacked generalization method. JMIR Medical Informatics. 2021, 9(5): e17886.
7.Huai-Yu Wang, Xiaozhen Lv, Jian Du, Guilan Kong, Luxia Zhang*, Age- and gender-specific prevalence of frailty and its outcomes in the longevous population: the Chinese longitudinal healthy longevity study.
8.Rui Chen, Chao Yang, Pengfei Li, Jingwei Wang, Ze Liang, Wanzhou Wang, Yueyao Wang, Chenyu Liang, Ruogu Meng, Huai-Yu Wang, Suyuan Peng, Xiaoyu Sun, Zaiming Su, Guilan Kong, Yang Wang, and Luxia Zhang*. Long-Term Exposure to Ambient PM2.5, Sunlight, and Obesity: A Nationwide Study in China.
9.Rui Chen, Chao Yang, Ming Zhu, Hong Chu, Jinwei Wang, Bixia Gao, Lili Liu, Yifang Jiang, Yu Lin, Jingyi Wu, Guilan Kong, Fang Wang, Luxia Zhang*, Minghui Zhao, on behalf of the China Kidney Disease Network Work Group. Association of cardiovascular disease with 30-day hospital readmission in Chinese patients receiving maintenance dialysis. Annals of Translational Medicine. 2021, 9(8):617.
10.Huai-Yu Wang, Qinqin Meng, Chao Yang, Yafeng Wang, Guilan Kong, Yaohui Zhao, Fang Wang, Luxia Zhang*. Association between pulse pressure, systolic blood pressure and the risk of rapid decline of kidney function among general population without hypertension: results from the China health and retirement longitudinal study (CHARLS). Journal of Translational Medicine. 2021, 19(1):512.
11.Jingyi Wu, Guilan Kong*, Yu Lin, Hong Chu, Chao Yang, Ying Shi, Haibo Wang, Luxia Zhang*, on behalf of China Kidney Disease Network Working Group. Development of a scoring tool for predicting length of hospital stay in peritoneal dialysis patients through data mining. Annals of Translational Medicine. 2020, 8(21):1437.
12.Guilan Kong*, Ke Lin, Yonghua Hu. Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU. BMC Medical Informatics and Decision Making. 2020, 20(1): 251.
13.Wenwen Liu, Qinqin Meng, Yafeng Wang, Chao Yang, Lili Liu, Huai-Yu Wang, Zaiming Su, Guilan Kong*, Yaohui Zhao*, Luxia Zhang*. The association between reduced kidney function and hearing loss: a cross-sectional study. BMC Nephrology. 2020, 21(1): 145.
14.Chao Yang, Qinqin Meng, Huai-Yu Wang, Yafeng Wang, Zaiming Su, Lili Liu, Wenwen Liu, Guilan Kong, Luxia Zhang*, Yaohui Zhao*, Ming-Hui Zhao. Anemia and kidney function decline among the middle-aged and elderly in China: A population-based national longitudinal study. BioMed Research International. 2020, 2020: 2303541.
15.Ke Lin, Yonghua Hu, Guilan Kong*: Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model. International Journal of Medical Informatics. 2019, 125: 55-61.
16.Chao Yang, Guilan Kong*, Liwei Wang, Luxia Zhang*, Ming-Hui Zhao: Big data in nephrology: Are we ready for the change? Nephrology. 2019, 24(11):1097-1102.
17.Yu Lin, Chao Yang, Hong Chu, Jingyi Wu, Ke Lin, Ying Shi, Haibo Wang, Guilan Kong*, Luxia Zhang* and on behalf of China Kidney Disease Network Working Group, Association between the Charlson Comorbidity Index and the risk of 30-day unplanned readmission in patients receiving maintenance dialysis. BMC Nephrology. 2019, 20(1):363.
18.Jinwei Wang, Beiyan Bao, Peng Shen, Guilan Kong, Yu Yang, Xiaoyu Sun, Guohui Ding, Bixia Gao, Chao Yang, Min-Hui Zhao, Hongbo Lin, Luxia Zhang*. 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. BMJ Open. 2019, 9(8): e030102.
19.Zhongheng Zhang, Stephen D Wang, Grace S Li, Guilan Kong, Hongqiu Gu, Fernando Alfonso. The contributor roles for randomized controlled trials and the proposal for a novel CRediT-RCT. Annals of Translational Medicine. 2019, 7(24): 812.
20.Guilan Kong*, Lili Jiang, Xiaofeng. Yin, Tianbing Wang, Dong-Lin Xu, Jian-Bo Yang, Yonghua Hu. Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment. Annals of Operations Research. 2018, 2:1-21.
21.Junqing Xie, Binbin Su, Chunxiao Li, Ke Lin, Hongyan Li, Yonghua Hu, Guilan Kong*. A review of modeling methods for predicting in-hospital mortality of patients in intensive care unit. Journal of Emergency and Critical Care Medicine. 2017, 1(8):18.
22.Guilan Kong*, Dong-Ling Xu, Jian-Bo Yang, Xiaofeng Yin, Tianbing Wang, Baoguo Jiang*, Yonghua Hu. Belief rule-based inference for predicting trauma outcome. Knowledge-based Systems. 2016,95: 35-44.
23.Guilan Kong, Xiaofeng Yin, Tianbing Wang, Richard Body, Yu-Wang Chen, Jing Wang, Liying Cao, Shouling Wu, Jingli Gao, Guosheng Wang, Yonghua H, Baoguo Jiang*. Current state of trauma care in China, tools to predict death and ICU admission after arrival to hospital. Injury. 2015, 46(9): 1784-1789.
24.Guilan Kong*, Dong-Ling Xu, Jian-Bo Yang, Xiemin Ma. Combined medical quality assessment using the evidential reasoning approach. Expert Systems with Applications. 2015, 42(13): 5522-5530.
25.Guilan Kong, Zhichun Xiao*. Protecting privacy in a clinical data warehouse. Health Informatics Journal. 2015, 21(2): 93-106.
26.Feng. Wang, Hualing Zhao, Chao Yang, Guilan Kong, Lu Song, Chunhui Li, Yiming Wang, Shuohua Chen, Jing Wang*, Shouling Wu*. Association of blood pressure in the supine position with target organ damage in subjects over 60 years old. Journal of International Medical Research. 2017, 45(1): 123-133.
27.Lue-Ping Zhao, Guopei Yu, Hui Liu, Jing Wang, Guilan Kong, Yi Li, Yong Cui, Beibei Xu, Na Yu, Xiaoyuan Bao, Jun Zhang, Baoguo Jiang, Yang Ke*. Control costs, enhance quality, and increase revenue in three top general public hospitals in Beijing, China. PLOS ONE. 2013, 8(8): 1-7.
28.Beibei Xu, Hui Liu, Naifang Su, Guilan Kong, Xiaoyuan Bao, Jing Li, Jing Wang, Yi Li, Xiemin Ma, Jun Zhang, Guo-Pei Yu and Lue-Ping Zhao*. Association between winter season and risk of death from cardiovascular diseases: a study in more than half a million inpatients in Beijing, China. BMC Cardiovascular Disorders. 2013, 13: 93.
29.Guilan Kong*, Dong-Ling Xu, Richard Body, Jian-Bo Yang, Kevin Mackway-Jones, Simon Carley. A belief rule-based decision support system for clinical risk assessment of cardiac chest pain. European Journal of Operational Research. 2012, 219(3): 564-573.
