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Journal Articles
- 2024
[j10]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: 102746 (2024)- 2023
- [j9]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): 4120-4130 (2023) - 2021
- [j8]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: 106290 (2021) - 2020
- [j7]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: 9763826:1-9763826:10 (2020) - 2019
- [j6]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: 8152713:1-8152713:10 (2019) - 2018
- [j5]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: 4641-4652 (2018) - 2017
- [j4]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: 52-60 (2017) - 2016
- [j3]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): 1921-1933 (2016) - 2015
- [j2]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: 794586:1-794586:12 (2015) - 2012
- [j1]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: 608637:1-608637:9 (2012)
Coauthor Index
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