Guilan Kong

23 papers B 1Misc 4Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cross-modal similar clinical case retrieval using a modular model based on contrastive learning and k-nearest neighbor search.
Int. J. Medical Informatics
Shichao Fang, Shenda Hong, Qing Li, Pengfei Li, Timothy J. Coats, Beiji Zou, Guilan Kong
2025 — conf
Inter-relationship Between Pain and Depressive Symptoms in Chinese Middle-Aged and Older People: A Network Analysis.
ICIC (25)
Tongyue Shi, Jun Ma, Guilan Kong
2024 J jnl
Graph-guided deep hashing networks for similar patient retrieval.
Comput. Biol. Medicine
Yifan Gu, Xuebing Yang, Mengxuan Sun, Chutong Wang, Hongyu Yang, Chao Yang, Jinwei Wang, Guilan Kong, Jicheng Lv, Wensheng Zhang
2024 B conf
ICU-TGNN: A Hybrid Multitask Transformer and Graph Neural Network Model for Predicting Clinical Outcomes of Patients in the ICU.
SMC
Tongyue Shi, Haowei Xu, Jun Ma, Guilan Kong
2024 J jnl
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review.
CoRR
Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Minqi Xiong, Meirong Xiao, Yilin Li, Huiying Zhao, Guilan Kong
2023 J jnl
Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data.
CoRR
Tongyue Shi, Zhilong Zhang, Wentie Liu, Junhua Fang, Jianguo Hao, Shuai Jin, Huiying Zhao, Guilan Kong
2023 J jnl
Medical visual question answering with symmetric interaction attention and cross-modal gating.
Biomed. Signal Process. Control.
Zhi Chen, Beiji Zou, Yulan Dai, Chengzhang Zhu, Guilan Kong, Wensheng Zhang
2023 J jnl
Two-layer partitioned and deletable deep bloom filter for large-scale membership query.
Inf. Syst.
Meng Zeng, Beiji Zou, Wensheng Zhang, Xuebing Yang, Guilan Kong, Xiaoyan Kui, Chengzhang Zhu
2022 Misc conf
Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical Data.
AMIA
Zhilong Zhang, Guilan Kong, Shuai Jin, Huiying Zhao
2022 Misc conf
Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methods.
AMIA
Jiayu Wang, Guilan Kong, Fengyu Wen
2022 J jnl
Structure-aware siamese graph neural networks for encounter-level patient similarity learning.
J. Biomed. Informatics
Yifan Gu, Xuebing Yang, Lei Tian, Hongyu Yang, Jicheng Lv, Chao Yang, Jinwei Wang, Jianing Xi, Guilan Kong, Wensheng Zhang
2021 J jnl
Evidential Reasoning Rule-Based Decision Support System for Predicting ICU Admission and In-Hospital Death of Trauma.
IEEE Trans. Syst. Man Cybern. Syst.
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Tianbing Wang, Baoguo Jiang
2020 J jnl
Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU.
BMC Medical Informatics Decis. Mak.
Guilan Kong, Ke Lin, Yonghua Hu
2019 Misc conf
Predicting Length of ICU Stay via Random Forest.
AMIA
Jingyi Wu, Ke Lin, Yu Lin, Yonghua Hu, Guilan Kong
2019 J jnl
Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model.
Int. J. Medical Informatics
Ke Lin, Yonghua Hu, Guilan Kong
2018 J jnl
Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment.
Ann. Oper. Res.
Guilan Kong, Lili Jiang, Xiaofeng Yin, Tianbing Wang, Dong-Ling Xu, Jian-Bo Yang, Yonghua Hu
2018 Misc conf
Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models.
AMIA
Ke Lin, Junqing Xie, Guilan Kong
2016 J jnl
Belief rule-based inference for predicting trauma outcome.
Knowl. Based Syst.
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Xiaofeng Yin, Tianbing Wang, Baoguo Jiang, Yonghua Hu
2015 J jnl
Combined medical quality assessment using the evidential reasoning approach.
Expert Syst. Appl.
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Xiemin Ma
2015 J jnl
Protecting privacy in a clinical data warehouse.
Health Informatics J.
Guilan Kong, Zhichun Xiao
2012 J jnl
A belief rule-based decision support system for clinical risk assessment of cardiac chest pain.
Eur. J. Oper. Res.
Guilan Kong, Dong-Ling Xu, Richard Body, Jian-Bo Yang, Kevin Mackway-Jones, Simon Carley
2009 J jnl
Applying a belief rule-base inference methodology to a guideline-based clinical decision support system.
Expert Syst. J. Knowl. Eng.
Guilan Kong, Dong-Ling Xu, Xinbao Liu, Jian-Bo Yang
2008 J jnl
Clinical Decision Support Systems: A Review on Knowledge Representation and Inference Under Uncertainties.
Int. J. Comput. Intell. Syst.
Guilan Kong, Dong-Ling Xu, Jian-Bo Yang