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Learning to predict in-hospital mortality risk in the intensive care unit with attention-based temporal convolution network 期刊论文
BMC ANESTHESIOLOGY, 2022, 卷号: 22, 期号: 1, 页码: 11
作者:  Chen, Yu-wen;  Li, Yu-jie;  Deng, Peng;  Yang, Zhi-yong;  Zhong, Kun-hua;  Zhang, Li-ge;  Chen, Yang;  Zhi, Hong-yu;  Hu, Xiao-yan;  Gu, Jian-teng;  Ning, Jiao-lin;  Lu, Kai-zhi;  Zhang, Ju;  Xia, Zheng-yuan;  Qin, Xiao-lin;  Yi, Bin
收藏  |  浏览/下载:53/0  |  提交时间:2022/08/22
In-hospital mortality risk  ICU  Temporal Convolution Network  Attention Mechanism  Time series  Artificial Intelligence  
Interpretable instance disease prediction based on causal feature selection and effect analysis 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 卷号: 22, 期号: 1, 页码: 14
作者:  Chen, YuWen;  Zhang, Ju;  Qin, XiaoLin
收藏  |  浏览/下载:49/0  |  提交时间:2022/08/22
Causal effects  Interpretability  Feature selection  Disease prediction  
Low Effectiveness of Non-Geometric-Operation Data Augmentations for Lesion Segmentation with Fully Convolution Networks 会议论文
3rd IEEE International Conference on Image, Vision and Computing, ICIVC 2018, Chongqing, China, June 27, 2018 - June 29, 2018
作者:  Qiu, Yuming;  Qin, Xiaolin;  Zhang, Ju
Adobe PDF(910Kb)  |  收藏  |  浏览/下载:91/0  |  提交时间:2019/06/25
A heuristic for sigma set selection of UKF 会议论文
2014 12th IEEE International Conference on Signal Processing, ICSP 2014, Hangzhou, China, October 19, 2014 - October 23, 2014
作者:  Wang, Yujin;  Liu, Jiang;  Yang, Wenqiang;  Zhang, Ju
Adobe PDF(918Kb)  |  收藏  |  浏览/下载:73/0  |  提交时间:2018/03/16
The design and implementation of patent collaboration managing platform based on cloud architecture 会议论文
2014 5th IEEE International Conference on Software Engineering and Service Science, ICSESS 2014, Beijing, China, June 27, 2014 - June 29, 2014
作者:  Wang, Xiang;  Yang, Yong;  Lin, Xiaoguang;  Chen, Yongyuan;  Zhang, Ju
Adobe PDF(293Kb)  |  收藏  |  浏览/下载:53/0  |  提交时间:2018/03/16
A linear extension of Unscented Kalman Filter to higher-order moment-matching 会议论文
2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014, 900 West Olympic Boulevard, Los Angeles, CA, United states, December 15, 2014 - December 17, 2014
作者:  Liu, Jiang;  Wang, Yujin;  Zhang, Ju
Adobe PDF(550Kb)  |  收藏  |  浏览/下载:49/0  |  提交时间:2018/03/16