Guolong Cai

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 9

Top Topics

Intensive Care Unit

Dimensionality Reduction

Top Venues

Comput. Math. Methods Medicine

Artif. Intell. Medicine

Pattern Recognit.

IEEE J. Biomed. Health Informatics

Publications

Xue Feng, Siyi Zhu, Yanfei Shen, Huaiping Zhu, Molei Yan, Guolong Cai, Gangmin Ning
Multi-organ spatiotemporal information aware model for sepsis mortality prediction. Artif. Intell. Medicine 147 (2024)
Xue Feng, Daoyuan Wang, Qing Pan, Molei Yan, Xiaoqing Liu, Yanfei Shen, Luping Fang, Guolong Cai, Gangmin Ning
Reinforcement Learning Model for Managing Noninvasive Ventilation Switching Policy. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Xue Feng, Su Pan, Molei Yan, Yanfei Shen, Xiaoqing Liu, Guolong Cai, Gangmin Ning
Dynamic prediction of late noninvasive ventilation failure in intensive care unit using a time adaptive machine model. Comput. Methods Programs Biomed. 208 (2021)
Ping Cao, Bailu Ye, Linghui Yang, Fei Lu, Luping Fang, Guolong Cai, Qun Su, Gangmin Ning, Qing Pan
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. Comput. Math. Methods Medicine 2020 (2020)
Jing Xia, Su Pan, Min Zhu, Guolong Cai, Molei Yan, Qun Su, Jing Yan, Gangmin Ning
A Long Short-Term Memory Ensemble Approach for Improving the Outcome Prediction in Intensive Care Unit. Comput. Math. Methods Medicine 2019 (2019)
Min Zhu, Jing Xia, Xiaoqing Jin, MoLei Yan, Guolong Cai, Jing Yan, Gangmin Ning
Class Weights Random Forest Algorithm for Processing Class Imbalanced Medical Data. IEEE Access 6 (2018)
Jing Xia, Shengyu Zhang, Guolong Cai, Li Li, Qing Pan, Jing Yan, Gangmin Ning
Adjusted weight voting algorithm for random forests in handling missing values. Pattern Recognit. 69 (2017)
Qing Pan, Gongzhan Zhou, Ruofan Wang, Guolong Cai, Jing Yan, Luping Fang, Gangmin Ning
Do the deceleration/acceleration capacities of heart rate reflect cardiac sympathetic or vagal activity? A model study. Medical Biol. Eng. Comput. 54 (12) (2016)
Min Zhu, Jing Xia, MoLei Yan, Guolong Cai, Jing Yan, Gangmin Ning
Dimensionality Reduction in Complex Medical Data: Improved Self-Adaptive Niche Genetic Algorithm. Comput. Math. Methods Medicine 2015 (2015)
Yinzi Ren, Xiao Fu, Qing Pan, Chengyu Lin, Guiqiu Yang, Li Li, Shijin Gong, Guolong Cai, Jing Yan, Gangmin Ning
Fast Parameters Estimation in Medication Efficacy Assessment Model for Heart Failure Treatment. Comput. Math. Methods Medicine 2012 (2012)