Guilan Kong

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 17

Top Topics

Decision Support System

Regression Method

Intensive Care Units

Top Venues

Biomed. Signal Process. Control.

Int. J. Medical Informatics

Publications

Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Minqi Xiong, Meirong Xiao, Yilin Li, Huiying Zhao, Guilan Kong
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review. CoRR (2024)
Yifan Gu, Xuebing Yang, Mengxuan Sun, Chutong Wang, Hongyu Yang, Chao Yang, Jinwei Wang, Guilan Kong, Jicheng Lv, Wensheng Zhang
Graph-guided deep hashing networks for similar patient retrieval. Comput. Biol. Medicine 169 (2024)
Tongyue Shi, Zhilong Zhang, Wentie Liu, Junhua Fang, Jianguo Hao, Shuai Jin, Huiying Zhao, Guilan Kong
Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data. CoRR (2023)
Meng Zeng, Beiji Zou, Wensheng Zhang, Xuebing Yang, Guilan Kong, Xiaoyan Kui, Chengzhang Zhu
Two-layer partitioned and deletable deep bloom filter for large-scale membership query. Inf. Syst. 119 (2023)
Zhi Chen, Beiji Zou, Yulan Dai, Chengzhang Zhu, Guilan Kong, Wensheng Zhang
Medical visual question answering with symmetric interaction attention and cross-modal gating. Biomed. Signal Process. Control. 85 (2023)
Jiayu Wang, Guilan Kong, Fengyu Wen
Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methods. AMIA (2022)
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. J. Biomed. Informatics 127 (2022)
Zhilong Zhang, Guilan Kong, Shuai Jin, Huiying Zhao
Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical Data. AMIA (2022)
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Tianbing Wang, Baoguo Jiang
Evidential Reasoning Rule-Based Decision Support System for Predicting ICU Admission and In-Hospital Death of Trauma. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Guilan Kong, Ke Lin, Yonghua Hu
Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Ke Lin, Yonghua Hu, Guilan Kong
Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model. Int. J. Medical Informatics 125 (2019)
Jingyi Wu, Ke Lin, Yu Lin, Yonghua Hu, Guilan Kong
Predicting Length of ICU Stay via Random Forest. AMIA (2019)
Ke Lin, Junqing Xie, Guilan Kong
Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models. AMIA (2018)
Guilan Kong, Lili Jiang, Xiaofeng Yin, Tianbing Wang, Dong-Ling Xu, Jian-Bo Yang, Yonghua Hu
Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment. Ann. Oper. Res. 271 (2) (2018)
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Xiaofeng Yin, Tianbing Wang, Baoguo Jiang, Yonghua Hu
Belief rule-based inference for predicting trauma outcome. Knowl. Based Syst. 95 (2016)
Guilan Kong, Zhichun Xiao
Protecting privacy in a clinical data warehouse. Health Informatics J. 21 (2) (2015)
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Xiemin Ma
Combined medical quality assessment using the evidential reasoning approach. Expert Syst. Appl. 42 (13) (2015)
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. Eur. J. Oper. Res. 219 (3) (2012)
Guilan Kong, Dong-Ling Xu, Xinbao Liu, Jian-Bo Yang
Applying a belief rule-base inference methodology to a guideline-based clinical decision support system. Expert Syst. J. Knowl. Eng. 26 (5) (2009)
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang
Clinical Decision Support Systems: A Review on Knowledge Representation and Inference Under Uncertainties. Int. J. Comput. Intell. Syst. 1 (2) (2008)