JiaMeng Xu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Probability Estimation

Financial Distress

Classification Trees

Top Venues

Biomed. Signal Process. Control.

Medical Biol. Eng. Comput.

Comput. Methods Programs Biomed.

Publications

Huiquan Wang, Chengyi Wang, JiaMeng Xu, Jing Yuan, Guanjun Liu, Guang Zhang
Invasive mechanical ventilation probability estimation using machine learning methods based on non-invasive parameters. Biomed. Signal Process. Control. 79 (Part) (2023)
Guanjun Liu, JiaMeng Xu, Chengyi Wang, Ming Yu, Jing Yuan, Feng Tian, Guang Zhang
A machine learning method for predicting the probability of MODS using only non-invasive parameters. Comput. Methods Programs Biomed. 227 (2022)
Pingan Wang, JiaMeng Xu, Chengyi Wang, Guang Zhang, Huiquan Wang
Method of non-invasive parameters for predicting the probability of early in-hospital death of patients in intensive care unit. Biomed. Signal Process. Control. 73 (2022)
Guang Zhang, JiaMeng Xu, Huiquan Wang, Ming Yu, Jing Yuan
An interpretable deep learning algorithm for dynamic early warning of posttraumatic hemorrhagic shock based on noninvasive parameter. Biomed. Signal Process. Control. 77 (2022)
Huiquan Wang, Zongge Wang, Pingan Wang, Ming Yu, JiaMeng Xu, Guang Zhang
A novel approach to estimate blood pressure of blood loss continuously based on stacked auto-encoder neural networks. Biomed. Signal Process. Control. 69 (2021)
Guang Zhang, JiaMeng Xu, Ming Yu, Jing Yuan, Feng Chen
A machine learning approach for mortality prediction only using non-invasive parameters. Medical Biol. Eng. Comput. 58 (10) (2020)