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Jing Yan
Publication Activity (10 Years)
Years Active: 2010-2019
Publications (10 Years): 5
Top Topics
Random Forest
Heart Rate
Intensive Care
Outcome Prediction
Top Venues
Comput. Math. Methods Medicine
Pattern Recognit.
Comput. Biol. Medicine
Medical Biol. Eng. Comput.
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Publications
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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
,
Yihua Yu
,
Feng Li
,
Luping Fang
,
Jing Yan
,
Gangmin Ning
The degree of heart rate asymmetry is crucial for the validity of the deceleration and acceleration capacity indices of heart rate: A model-based study.
Comput. Biol. Medicine
76 (2016)
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)
Qing Pan
,
Pan Yang
,
Rui Zhang
,
Chengyu Lin
,
Shijin Gong
,
Li Li
,
Jing Yan
,
Gangmin Ning
A mobile health system design for home and community use.
BHI
(2012)
Qing Pan
,
Yuexian Gong
,
Shijin Gong
,
Qijun Hu
,
Zhaocai Zhang
,
Jing Yan
,
Gangmin Ning
Enhancing the deceleration capacity index of heart rate by modified-phase-rectified signal averaging.
Medical Biol. Eng. Comput.
48 (4) (2010)