Guolong Cai

According to our database, Guolong Cai authored at least 10 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-organ spatiotemporal information aware model for sepsis mortality prediction.

Xue Feng, Siyi Zhu, Yanfei Shen, Huaiping Zhu, Molei Yan, Guolong Cai, Gangmin Ning

Artif. Intell. Medicine, January, 2024

2023

Reinforcement Learning Model for Managing Noninvasive Ventilation Switching Policy.

Xue Feng, Daoyuan Wang, Qing Pan, Molei Yan, Xiaoqing Liu, Yanfei Shen, Luping Fang, Guolong Cai, Gangmin Ning

IEEE J. Biomed. Health Informatics, August, 2023

2021

Dynamic prediction of late noninvasive ventilation failure in intensive care unit using a time adaptive machine model.

Xue Feng, Su Pan, Molei Yan, Yanfei Shen, Xiaoqing Liu, Guolong Cai, Gangmin Ning

Comput. Methods Programs Biomed., 2021

2020

Preprocessing Unevenly Sampled RR Interval Signals to Enhance Estimation of Heart Rate Deceleration and Acceleration Capacities in Discriminating Chronic Heart Failure Patients from Healthy Controls.

Ping Cao, Bailu Ye, Linghui Yang, Fei Lu, Luping Fang, Guolong Cai, Qun Su, Gangmin Ning, Qing Pan

Comput. Math. Methods Medicine, 2020

2019

A Long Short-Term Memory Ensemble Approach for Improving the Outcome Prediction in Intensive Care Unit.

Jing Xia, Su Pan, Min Zhu, Guolong Cai, Molei Yan, Qun Su, Jing Yan, Gangmin Ning

Comput. Math. Methods Medicine, 2019

2018

Class Weights Random Forest Algorithm for Processing Class Imbalanced Medical Data.

Min Zhu, Jing Xia, Xiaoqing Jin, MoLei Yan, Guolong Cai, Jing Yan, Gangmin Ning

IEEE Access, 2018

2017

Adjusted weight voting algorithm for random forests in handling missing values.

Jing Xia, Shengyu Zhang, Guolong Cai, Li Li, Qing Pan, Jing Yan, Gangmin Ning

Pattern Recognit., 2017

2016

Do the deceleration/acceleration capacities of heart rate reflect cardiac sympathetic or vagal activity? A model study.

Qing Pan, Gongzhan Zhou, Ruofan Wang, Guolong Cai, Jing Yan, Luping Fang, Gangmin Ning

Medical Biol. Eng. Comput., 2016

2015

Dimensionality Reduction in Complex Medical Data: Improved Self-Adaptive Niche Genetic Algorithm.

Min Zhu, Jing Xia, MoLei Yan, Guolong Cai, Jing Yan, Gangmin Ning

Comput. Math. Methods Medicine, 2015

2012

Fast Parameters Estimation in Medication Efficacy Assessment Model for Heart Failure Treatment.

Yinzi Ren, Xiao Fu, Qing Pan, Chengyu Lin, Guiqiu Yang, Li Li, Shijin Gong, Guolong Cai, Jing Yan, Gangmin Ning

Comput. Math. Methods Medicine, 2012