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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：49/0  |  提交时间：2024/02/23
Heparin  Sepsis  RL  Q-learning  Monte Carlo methods  n-TD  
A self-supervised causal feature reinforcement learning method for non-invasive hemoglobin prediction 期刊论文
IET IMAGE PROCESSING, 2023, 页码: 12
作者:  Xu, Linquan;  Chen, Yuwen;  Lu, Songmei;  Zhong, Kunhua;  Li, Yujie;  Yi, Bin
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/25
biomedical imaging  computer vision  convolutional neural nets  neural nets  
Two-stage hemoglobin prediction based on prior causality 期刊论文
FRONTIERS IN PUBLIC HEALTH, 2022, 卷号: 10, 页码: 12
作者:  Chen, Yuwen;  Zhong, Kunhua;  Zhu, Yiziting;  Sun, Qilong
收藏  |  浏览/下载：27/0  |  提交时间：2023/02/07
non-invasive  prediction  causal knowledge  hemoglobin  segmentation  
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：47/0  |  提交时间：2022/12/26
Bayesian network  enhanced recovery after surgery  decision-making  gynecological tumor  machine learning  
Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep 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：52/0  |  提交时间：2022/08/22
In-hospital mortality risk  ICU  Temporal Convolution Network  Attention Mechanism  Time series  Artificial Intelligence  
Bayesian Network Structure Learning Approach Based on Searching Local Structure of Strongly Connected Components 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 67630-67638
作者:  Zhong, Kunhua;  Chen, Yuwen;  Zhang, Ju;  Qin, Xiaolin
收藏  |  浏览/下载：54/0  |  提交时间：2022/08/22
Bayes methods  Approximation algorithms  Search problems  Directed graphs  Heuristic algorithms  Periodic structures  Random variables  Bayesian network  structure learning  hill climbing search  strongly connected component  
A better method for the dynamic, precise estimating of blood/haemoglobin loss based on deep learning of artificial intelligence 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2020, 卷号: 8, 期号: 19, 页码: 14
作者:  Li, Yu-Jie;  Zhang, Li-Ge;  Zhi, Hong-Yu;  Zhong, Kun-Hua;  He, Wen-Quan;  Chen, Yang;  Yang, Zhi-Yong;  Chen, Lin;  Bai, Xue-Hong;  Qin, Xiao-Lin;  Li, Dan-Feng;  Wang, Dan-Dan;  Gu, Jian-Teng;  Ning, Jiao-Lin;  Lu, Kai-Zhi;  Zhang, Ju;  Xia, Zheng-Yuan;  Chen, Yu-Wen;  Yi, Bin
收藏  |  浏览/下载：112/0  |  提交时间：2021/02/24
Intra-operative blood loss  intra-operative haemoglobin loss  densely connected convolutional networks  feature extraction technology  
Prediction of in-hospital mortality risk in intensive care unit based on deep neural network 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 卷号: 125, 页码: 4-4
作者:  Chen, Yuwen;  Wang, Peng;  Lin, Xiaoguang;  Zhong, Kunhua
收藏  |  浏览/下载：102/0  |  提交时间：2019/12/03
Multi-view surgical activity recognition through a time-contrastive networks 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 卷号: 125, 页码: 4-5
作者:  Wang, Peng;  Wang, Fei;  Chen, Yuwen;  Zhong, Kunhua;  Wang, Chengliang
收藏  |  浏览/下载：96/0  |  提交时间：2019/12/03