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2020 – today
- 2026
[j7]Zhixuan Zeng, Yang Liu, Shuo Yao, Xu Cai, Wenbin Nan, Yiyang Xie, Xun Gong:
Development and validation of deep continual learning model to sequentially learn multiple clinical prediction tasks for ICU patients. Artif. Intell. Medicine 172: 103319 (2026)- 2025
- [j6]Zhixuan Zeng, Yang Liu, Shuo Yao, Minjie Lin, Xu Cai, Wenbin Nan, Yiyang Xie, Xun Gong:
Inter-organ correlation based multi-task deep learning model for dynamically predicting functional deterioration in multiple organ systems of ICU patients. BioData Min. 18(1) (2025) - [j5]Zhixuan Zeng, Minjie Lin, Yang Liu, Shuo Yao, Xun Gong:
HET-VQVAE: a novel encoder-decoder framework for irregularly-sampled multivariate time series of patients. J. Big Data 12(1): 247 (2025) - 2022
- [j4]Zhixuan Zeng, Xianming Tang, Yang Liu, Zhengkun He
, Xun Gong:
Interpretable recurrent neural network models for dynamic prediction of the extubation failure risk in patients with invasive mechanical ventilation in the intensive care unit. BioData Min. 15(1) (2022) - 2021
- [j3]Zhixuan Zeng, Shuo Yao, Jianfei Zheng, Xun Gong:
Development and validation of a novel blending machine learning model for hospital mortality prediction in ICU patients with Sepsis. BioData Min. 14(1) (2021) - 2020
- [j2]Tao Wu, Zhixuan Zeng, Jianxin Qin, Longgang Xiang, Yiliang Wan:
An Improved HMM-Based Approach for Planning Individual Routes Using Crowd Sourcing Spatiotemporal Data. Sensors 20(23): 6938 (2020)
2010 – 2019
- 2013
- [j1]Baisong Chen, Yuchun Pan, Jihua Wang, Zhuo Fu, Zhixuan Zeng, Yanbing Zhou, Yongping Zhang:
Even sampling designs generation by efficient spatial simulated annealing. Math. Comput. Model. 58(3-4): 670-676 (2013) - 2012
- [c2]Yanmin Ren, Yongxia Yang, Yuchun Pan, Yu Liu, Yunbing Gao, Xiumei Tang, Zhixuan Zeng:
Study on Cultivated Land Concentrated Areas Delineation Based on GIS and Mathematical Morphology: A Case of Miyun County and Pinggu District in Beijing. CCTA (1) 2012: 376-383 - 2010
- [c1]Baisong Chen, Zhuo Fu, Yuchun Pan, Jihua Wang, Zhixuan Zeng:
Single Leaf Area Measurement Using Digital Camera Image. CCTA (2) 2010: 525-530
Coauthor Index
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