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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  
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：47/0  |  提交时间：2022/08/22
Causal effects  Interpretability  Feature selection  Disease prediction  
Polynomial dendritic neural networks 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 18
作者:  Chen, Yuwen;  Liu, Jiang
收藏  |  浏览/下载：38/0  |  提交时间：2022/08/22
Dendritic action  Interpretability  Polynomial neural networks  White-box model  
Catalytic enhancement of small sizes of CeO2 additives on Ir/Al2O3 for toluene oxidation 期刊论文
APPLIED SURFACE SCIENCE, 2022, 卷号: 571, 页码: 11
作者:  Wang, Zhiqiang;  Zhang, Lixin;  Ji, Jiawei;  Wu, Yuchao;  Cai, Yandi;  Yao, Xiaojiang;  Gu, Xianrui;  Xiong, Yan;  Wan, Haiqin;  Dong, Lin;  Chen, Yu-Wen
收藏  |  浏览/下载：55/0  |  提交时间：2022/08/22
Iridium catalyst  Ceria additives  Toluene catalytic oxidation  Interaction  
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  
Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 17
作者:  Sun, Le;  Fang, Yu;  Chen, Yuwen;  Huang, Wei;  Wu, Zebin;  Jeon, Byeungwoo
收藏  |  浏览/下载：41/0  |  提交时间：2022/12/26
Feature extraction  Training  Deep learning  Kernel  Hyperspectral imaging  Electronic mail  Extreme learning machines  Attention mechanisms  hyperspectral image (HSI) classification  kernel extreme learning machine (KELM)  multifeature  multiscale (MS)