Fast Parameters Estimation in Medication Efficacy Assessment Model for Heart Failure Treatment. - Yinzi Ren; Xiao Fu; Qing Pan; Chengyu Lin 003; Guiqiu Yang; Li Li; Shijin Gong; Guolong Cai; Jing Yan 002; Gangmin Ning (Comput. Math. Methods Medicine, 2012)

Dimensionality Reduction in Complex Medical Data: Improved Self-Adaptive Niche Genetic Algorithm. - Min Zhu 004; Jing Xia; MoLei Yan; Guolong Cai; Jing Yan 002; Gangmin Ning (Comput. Math. Methods Medicine, 2015)

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 002; Luping Fang; Gangmin Ning (Medical Biol. Eng. Comput., 2016)

Adjusted weight voting algorithm for random forests in handling missing values. - Jing Xia; Shengyu Zhang; Guolong Cai; Li Li; Qing Pan; Jing Yan 002; Gangmin Ning (Pattern Recognit., 2017)

Class Weights Random Forest Algorithm for Processing Class Imbalanced Medical Data. - Min Zhu 004; Jing Xia; Xiaoqing Jin; MoLei Yan; Guolong Cai; Jing Yan 002; Gangmin Ning (IEEE Access, 2018)

A Long Short-Term Memory Ensemble Approach for Improving the Outcome Prediction in Intensive Care Unit. - Jing Xia; Su Pan; Min Zhu 004; Guolong Cai; Molei Yan; Qun Su; Jing Yan 002; Gangmin Ning (Comput. Math. Methods Medicine, 2019)

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 002; Bailu Ye; Linghui Yang; Fei Lu 020; Luping Fang; Guolong Cai; Qun Su; Gangmin Ning; Qing Pan (Comput. Math. Methods Medicine, 2020)

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)

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, 2023)

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, 2024)