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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:12/0  |  提交时间:2023/12/25
Critical illness  Light gradient boosting machine (LightGBM)  Indicator analysis  Shapley additive explanation (SHAP) value  Machine learning  
A Novel Method of Heart Failure Prediction Based on DPCNN-XGBOOST Model 期刊论文
CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 卷号: 65, 期号: 1, 页码: 495-510
作者:  Chen, Yuwen;  Qin, Xiaolin;  Zhang, Lige;  Yi, Bin
收藏  |  浏览/下载:88/0  |  提交时间:2020/08/24
Deep pyramid convolutional neural networks  extreme gradient boosting  heart failure prediction  
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