A machine learning approach for mortality prediction only using non-invasive parameters. - Guang Zhang; JiaMeng Xu; Ming Yu 007; Jing Yuan; Feng Chen 028 (Medical Biol. Eng. Comput., 2020)

A novel approach to estimate blood pressure of blood loss continuously based on stacked auto-encoder neural networks. - Huiquan Wang; Zongge Wang; Pingan Wang; Ming Yu 007; JiaMeng Xu; Guang Zhang (Biomed. Signal Process. Control., 2021)

Method of non-invasive parameters for predicting the probability of early in-hospital death of patients in intensive care unit. - Pingan Wang; JiaMeng Xu; Chengyi Wang; Guang Zhang; Huiquan Wang (Biomed. Signal Process. Control., 2022)

An interpretable deep learning algorithm for dynamic early warning of posttraumatic hemorrhagic shock based on noninvasive parameter. - Guang Zhang; JiaMeng Xu; Huiquan Wang; Ming Yu 007; Jing Yuan (Biomed. Signal Process. Control., 2022)

A machine learning method for predicting the probability of MODS using only non-invasive parameters. - Guanjun Liu; JiaMeng Xu; Chengyi Wang; Ming Yu 007; Jing Yuan; Feng Tian; Guang Zhang (Comput. Methods Programs Biomed., 2022)

Invasive mechanical ventilation probability estimation using machine learning methods based on non-invasive parameters. - Huiquan Wang; Chengyi Wang; JiaMeng Xu; Jing Yuan; Guanjun Liu; Guang Zhang (Biomed. Signal Process. Control., 2023)

Identification of blood loss based on multiple physiological parameters. - Ruijuan Chen; Ming He; Silin Liu; Shumian Xiao; Cong Wang; Jiameng Xu; Yu Guo; Huiquan Wang; Jun Zhang; Guang Zhang (Biomed. Signal Process. Control., 2024)

Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases. - Guang Zhang; Qingyan Xie; Chengyi Wang; Jiameng Xu; Guanjun Liu; Chen Su (Medical Biol. Eng. Comput., 2024)

SSFD-Net: Shared-Specific Feature Disentanglement Network for Multimodal Biometric Recognition with Missing Modality. - Zaiyu Pan; Jiameng Xu; Shuangtian Jiang; Jun Wang (Digit. Signal Process., 2025)