Clinical Decision Support Systems: A Review on Knowledge Representation and Inference Under Uncertainties. - Guilan Kong; Dong-Ling Xu; Jian-Bo Yang (Int. J. Comput. Intell. Syst., 2008)

Applying a belief rule-base inference methodology to a guideline-based clinical decision support system. - Guilan Kong; Dong-Ling Xu; Xinbao Liu; Jian-Bo Yang (Expert Syst. J. Knowl. Eng., 2009)

A belief rule-based decision support system for clinical risk assessment of cardiac chest pain. - Guilan Kong; Dong-Ling Xu; Richard Body; Jian-Bo Yang; Kevin Mackway-Jones; Simon Carley (Eur. J. Oper. Res., 2012)

Combined medical quality assessment using the evidential reasoning approach. - Guilan Kong; Dong-Ling Xu; Jian-Bo Yang; Xiemin Ma (Expert Syst. Appl., 2015)

Protecting privacy in a clinical data warehouse. - Guilan Kong; Zhichun Xiao (Health Informatics J., 2015)

Belief rule-based inference for predicting trauma outcome. - Guilan Kong; Dong-Ling Xu; Jian-Bo Yang; Xiaofeng Yin; Tianbing Wang; Baoguo Jiang; Yonghua Hu (Knowl. Based Syst., 2016)

Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models. - Ke Lin; Junqing Xie; Guilan Kong (AMIA, 2018)

Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment. - Guilan Kong; Lili Jiang; Xiaofeng Yin; Tianbing Wang; Dong-Ling Xu; Jian-Bo Yang; Yonghua Hu (Ann. Oper. Res., 2018)

Predicting Length of ICU Stay via Random Forest. - Jingyi Wu; Ke Lin; Yu Lin; Yonghua Hu; Guilan Kong (AMIA, 2019)

Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model. - Ke Lin; Yonghua Hu; Guilan Kong (Int. J. Medical Informatics, 2019)

Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU. - Guilan Kong; Ke Lin; Yonghua Hu (BMC Medical Informatics Decis. Mak., 2020)

Evidential Reasoning Rule-Based Decision Support System for Predicting ICU Admission and In-Hospital Death of Trauma. - Guilan Kong; Dong-Ling Xu; Jian-Bo Yang; Tianbing Wang; Baoguo Jiang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methods. - Jiayu Wang; Guilan Kong; Fengyu Wen (AMIA, 2022)

Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical Data. - Zhilong Zhang; Guilan Kong; Shuai Jin; Huiying Zhao (AMIA, 2022)

Structure-aware siamese graph neural networks for encounter-level patient similarity learning. - Yifan Gu; Xuebing Yang; Lei Tian 007; Hongyu Yang; Jicheng Lv; Chao Yang; Jinwei Wang; Jianing Xi; Guilan Kong; Wensheng Zhang 002 (J. Biomed. Informatics, 2022)

Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data. - Tongyue Shi; Zhilong Zhang; Wentie Liu; Junhua Fang; Jianguo Hao; Shuai Jin; Huiying Zhao; Guilan Kong (CoRR, 2023)

Medical visual question answering with symmetric interaction attention and cross-modal gating. - Zhi Chen 015; Beiji Zou 001; Yulan Dai; Chengzhang Zhu; Guilan Kong; Wensheng Zhang 002 (Biomed. Signal Process. Control., 2023)

Two-layer partitioned and deletable deep bloom filter for large-scale membership query. - Meng Zeng; Beiji Zou 001; Wensheng Zhang 002; Xuebing Yang; Guilan Kong; Xiaoyan Kui; Chengzhang Zhu (Inf. Syst., 2023)

ICU-TGNN: A Hybrid Multitask Transformer and Graph Neural Network Model for Predicting Clinical Outcomes of Patients in the ICU. - Tongyue Shi; Haowei Xu; Jun Ma; Guilan Kong (SMC, 2024)

Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review. - Tongyue Shi; Jun Ma; Zihan Yu; Haowei Xu; Minqi Xiong; Meirong Xiao; Yilin Li; Huiying Zhao; Guilan Kong (CoRR, 2024)

Graph-guided deep hashing networks for similar patient retrieval. - Yifan Gu; Xuebing Yang; Mengxuan Sun; Chutong Wang; Hongyu Yang; Chao Yang; Jinwei Wang; Guilan Kong; Jicheng Lv; Wensheng Zhang 002 (Comput. Biol. Medicine, 2024)

Inter-relationship Between Pain and Depressive Symptoms in Chinese Middle-Aged and Older People: A Network Analysis. - Tongyue Shi; Jun Ma; Guilan Kong (ICIC (25), 2025)

Cross-modal similar clinical case retrieval using a modular model based on contrastive learning and k-nearest neighbor search. - Shichao Fang; Shenda Hong; Qing Li; Pengfei Li; Timothy J. Coats; Beiji Zou 001; Guilan Kong (Int. J. Medical Informatics, 2025)