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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 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：10/0  |  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：29/0  |  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：49/0  |  提交时间：2022/12/26
Bayesian network  enhanced recovery after surgery  decision-making  gynecological tumor  machine learning  
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：58/0  |  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  
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：104/0  |  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：97/0  |  提交时间：2019/12/03
Semi-Supervised Surgical Workflow Recognition Based on Convolution Neural Network 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 卷号: 124, 页码: 52-52
作者:  Chen, Yuwen;  Tang, Peng;  Zhong, Kunhua;  Han, Lei;  Qi, Baolian;  Sun, Qilong
收藏  |  浏览/下载：127/0  |  提交时间：2019/06/03
Surgical workflow image generation based on generative adversarial networks 会议论文
2018 International Conference on Artificial Intelligence and Big Data, ICAIBD 2018, Chengdu, China, May 26, 2018 - May 28, 2018
作者:  Chen, Yuwen;  Zhong, Kunhua;  Wang, Fei;  Wang, Hongqian;  Zhao, Xueliang
收藏  |  浏览/下载：99/0  |  提交时间：2019/06/25
LSTM Networks for Mobile Human Activity Recognition 会议论文
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, Bangkok, THAILAND, JAN 24-25, 2016
作者:  Chen, Yuwen;  Zhong, Kunhua;  Zhang, Ju;  Sun, Qilong;  Zhao, Xueliang
收藏  |  浏览/下载：239/0  |  提交时间：2018/03/15