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Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2024, 卷号: 147, 页码: 14
作者:  Liu, Jiang;  Xie, Yihao;  Shu, Xin;  Chen, Yuwen;  Sun, Yizhu;  Zhong, Kunhua;  Liang, Hao;  Li, Yujie;  Yang, Chunyong;  Han, Yan;  Zou, Yuwei;  Zhuyi, Ziting;  Huang, Jiahao;  Li, Junhong;  Hu, Xiaoyan;  Yi, Bin
收藏  |  浏览/下载:50/0  |  提交时间:2024/02/23
Heparin  Sepsis  RL  Q-learning  Monte Carlo methods  n-TD  
A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring 期刊论文
FRONTIERS IN MEDICINE, 2023, 卷号: 10, 页码: 9
作者:  Hu, Xiao-Yan;  Li, Yu-Jie;  Shu, Xin;  Song, Ai-Lin;  Liang, Hao;  Sun, Yi-Zhu;  Wu, Xian-Feng;  Li, Yong-Shuai;  Tan, Li-Fang;  Yang, Zhi-Yong;  Yang, Chun-Yong;  Xu, Lin-Quan;  Chen, Yu-Wen;  Yi, Bin
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/25
continuous hemoglobin monitoring  deep learning  semantic segmentation  mask R-CNN  MobileNetV3  
Optimization of anesthetic decision-making in ERAS using Bayesian network 期刊论文
FRONTIERS IN MEDICINE, 2022, 卷号: 9, 页码: 16
作者:  Chen, Yuwen;  Zhu, Yiziting;  Zhong, Kunhua;  Yang, Zhiyong;  Li, Yujie;  Shu, Xin;  Wang, Dandan;  Deng, Peng;  Bai, Xuehong;  Gu, Jianteng;  Lu, Kaizhi;  Zhang, Ju;  Zhao, Lei;  Zhu, Tao;  Wei, Ke;  Yi, Bin
收藏  |  浏览/下载:49/0  |  提交时间:2022/12/26
Bayesian network  enhanced recovery after surgery  decision-making  gynecological tumor  machine learning  
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  
Representation learning in intraoperative vital signs for heart failure risk prediction 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2019, 卷号: 19, 期号: 1, 页码: 15
作者:  Chen, Yuwen;  Qi, Baolian
收藏  |  浏览/下载:79/0  |  提交时间:2020/08/24
Heart failure  Perioperative period  Machine learning  
Semi-supervised spatio-temporal CNN for recognition of surgical workflow 期刊论文
EURASIP Journal on Image and Video Processing, 2018, 卷号: 2018, 期号: 1
作者:  Chen,Yuwen;  Sun,Qi Long;  Zhong,Kunhua
Adobe PDF(2573Kb)  |  收藏  |  浏览/下载:154/0  |  提交时间:2019/01/17
Semi-supervised  Surgical workflow  CNN