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A LightGBM and XGBoost Learning Method for Postoperative Critical Illness Key Indicators Analysis 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2023, 卷号: 17, 期号: 8, 页码: 2016-2029
作者:  Han, Lei;  Zhu, Yiziting;  Chen, Yuwen;  Huang, Guoqiong;  Yi, Bin
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/25
Critical illness  Light gradient boosting machine (LightGBM)  Indicator analysis  Shapley additive explanation (SHAP) value  Machine learning  
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：46/0  |  提交时间：2022/12/26
Bayesian network  enhanced recovery after surgery  decision-making  gynecological tumor  machine learning  
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  
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)  
A Simple and Quick Screening Method for Intrapulmonary Vascular Dilation in Cirrhotic Patients Based on Machine Learning 期刊论文
JOURNAL OF CLINICAL AND TRANSLATIONAL HEPATOLOGY, 2021, 页码: 8
作者:  Li, Yu-Jie;  Tang, Xi;  Li, Peng;  Yang, Zhi-Yong;  Zhi, Hong-Yu;  Li, Xiao-Jun;  Chen, Yang;  Deng, Peng;  Qin, Xiao-Lin;  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：91/0  |  提交时间：2021/11/26
Hepatopulmonary syndrome  Intrapulmonary vascular dilation  Cirrhosis  Screening  Machine learning  
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：78/0  |  提交时间：2020/08/24
Heart failure  Perioperative period  Machine learning  
利用术前指标基于机器学习算法预测腹部手术后死亡风险模型的建立 期刊论文
中华麻醉学杂志, 2019, 卷号: 39, 期号: 11, 页码: 1287
作者:  支鸿羽;  辜梦月;  李雨捷;  杨智勇;  钟坤华;  陈芋文;  张矩;  易斌;  鲁开智
收藏  |  浏览/下载：116/0  |  提交时间：2020/08/24
Artificial intelligence  Machine learning  Forecasting  Death  Postoperative complications  人工智能  机器学习  预测  死亡  手术后并发症  
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：152/0  |  提交时间：2019/01/17
Semi-supervised  Surgical workflow  CNN  
Human Activity Recognition Using Smartphone Sensor Data Via Deep Neural Networks 会议论文
2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING APPLICATIONS (CSEA 2015), Sanya, PEOPLES R CHINA, DEC 26-27, 2015
作者:  Chen, Yuwen;  Zhong, Kunhua
收藏  |  浏览/下载：91/0  |  提交时间：2018/03/15