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Journal Articles
- 2024
[j14]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: 107865 (2024)- 2023
- [j13]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: 105049 (2023) - [j12]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: 102267 (2023) - 2022
- [j11]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: 104027 (2022) - 2021
- [j10]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): 7131-7142 (2021) - 2020
- [j9]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): 251 (2020) - 2019
- [j8]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: 55-61 (2019) - 2018
- [j7]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): 679-699 (2018) - 2016
- [j6]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: 35-44 (2016) - 2015
- [j5]Guilan Kong, Dong-Ling Xu, Jian-Bo Yang, Xiemin Ma:
Combined medical quality assessment using the evidential reasoning approach. Expert Syst. Appl. 42(13): 5522-5530 (2015) - [j4]Guilan Kong, Zhichun Xiao:
Protecting privacy in a clinical data warehouse. Health Informatics J. 21(2): 93-106 (2015) - 2012
- [j3]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): 564-573 (2012) - 2009
- [j2]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): 391-408 (2009) - 2008
- [j1]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): 159-167 (2008)
Conference and Workshop Papers
- 2022
- [c4]Jiayu Wang, Guilan Kong, Fengyu Wen:
Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methods. AMIA 2022 - [c3]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 - 2019
- [c2]Jingyi Wu, Ke Lin, Yu Lin, Yonghua Hu, Guilan Kong:
Predicting Length of ICU Stay via Random Forest. AMIA 2019 - 2018
- [c1]Ke Lin, Junqing Xie, Guilan Kong:
Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models. AMIA 2018
Informal and Other Publications
- 2024
- [i2]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 abs/2407.19256 (2024) - 2023
- [i1]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 abs/2306.02121 (2023)
Coauthor Index
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last updated on 2024-08-25 19:14 CEST by the dblp team
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