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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
Authors:  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
Favorite  |  View/Download：85/0  |  Submit date：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
Authors:  Xu, Linquan;  Chen, Yuwen;  Lu, Songmei;  Zhong, Kunhua;  Li, Yujie;  Yi, Bin
Favorite  |  View/Download：67/0  |  Submit date：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
Authors:  Chen, Yuwen;  Zhong, Kunhua;  Zhu, Yiziting;  Sun, Qilong
Favorite  |  View/Download：38/0  |  Submit date：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
Authors:  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
Favorite  |  View/Download：63/0  |  Submit date：2022/12/26
Bayesian network  enhanced recovery after surgery  decision-making  gynecological tumor  machine learning  
An Improved Arithmetic Optimization Algorithm and Its Application to Determine the Parameters of Support Vector Machine 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 16, 页码: 20
Authors:  Fang, Heping;  Fu, Xiaopeng;  Zeng, Zhiyong;  Zhong, Kunhua;  Liu, Shuguang
Favorite  |  View/Download：103/0  |  Submit date：2022/10/14
arithmetic optimization algorithm (AOA)  dynamic inertia weights  dynamic coefficient of mutation probability  triangular mutation strategy  support vector machine  
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
Authors:  Zhong, Kunhua;  Chen, Yuwen;  Zhang, Ju;  Qin, Xiaolin
Favorite  |  View/Download：71/0  |  Submit date：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
Authors:  Chen, Yuwen;  Wang, Peng;  Lin, Xiaoguang;  Zhong, Kunhua
Favorite  |  View/Download：112/0  |  Submit date：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
Authors:  Wang, Peng;  Wang, Fei;  Chen, Yuwen;  Zhong, Kunhua;  Wang, Chengliang
Favorite  |  View/Download：106/0  |  Submit date：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
Authors:  Chen, Yuwen;  Tang, Peng;  Zhong, Kunhua;  Han, Lei;  Qi, Baolian;  Sun, Qilong
Favorite  |  View/Download：135/0  |  Submit date：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
Authors:  Chen, Yuwen;  Zhong, Kunhua;  Wang, Fei;  Wang, Hongqian;  Zhao, Xueliang
Favorite  |  View/Download：108/0  |  Submit date：2019/06/25