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Real-time non-invasive hemoglobin prediction using deep learning-enabled smartphone imaging 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2024, 卷号: 24, 期号: 1, 页码: 15
Authors:  Chen, Yuwen;  Hu, Xiaoyan;  Zhu, Yiziting;  Liu, Xiang;  Yi, Bin
Favorite  |  View/Download：35/0  |  Submit date：2024/08/16
Non-invasive prediction  Smartphone  Hemoglobin  Deep learning  Automatic  
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
Authors:  Han, Lei;  Zhu, Yiziting;  Chen, Yuwen;  Huang, Guoqiong;  Yi, Bin
Favorite  |  View/Download：56/0  |  Submit date：2023/12/25
Critical illness  Light gradient boosting machine (LightGBM)  Indicator analysis  Shapley additive explanation (SHAP) value  Machine learning  
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