Guilan Kong

Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU

Guilan Kong, Ke Lin, Yonghua Hu · BMC Medical Informatics and Decision Making · 2020 · 178 citations · Full text

Computing, Data Science, Machine Learning +16

Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model

Ke Lin, Yonghua Hu, Guilan Kong · International Journal of Medical Informatics · 2019 · 159 citations

Medicine, Critical Care Nursing, Clinical Decision Support +13

A belief rule-based decision support system for clinical risk assessment of cardiac chest pain

Guilan Kong, Dong‐Ling Xu, Richard Body et al. · European Journal of Operational Research · 2011 · 143 citations

Computing, Cardiology, Health Informatics +16

Combined medical quality assessment using the evidential reasoning approach

Guilan Kong, Dong‐Ling Xu, Jianbo Yang et al. · Expert Systems with Applications · 2015 · 68 citations

Public Affairs, Medical Education, Clinical Decision Support +10

Belief rule-based inference for predicting trauma outcome

Guilan Kong, Dong‐Ling Xu, Jianbo Yang et al. · Knowledge-Based Systems · 2015 · 60 citations

Public Health, Psychology, Bayesian Data Analysis +7