Development and validation of a novel blending machine learning model for hospital mortality prediction in ICU patients with Sepsis. - Zhixuan Zeng; Shuo Yao; Jianfei Zheng; Xun Gong 010 (BioData Min., 2021)

Interpretable recurrent neural network models for dynamic prediction of the extubation failure risk in patients with invasive mechanical ventilation in the intensive care unit. - Zhixuan Zeng; Xianming Tang; Yang Liu; Zhengkun He; Xun Gong 010 (BioData Min., 2022)

Inter-organ correlation based multi-task deep learning model for dynamically predicting functional deterioration in multiple organ systems of ICU patients. - Zhixuan Zeng; Yang Liu; Shuo Yao; Minjie Lin; Xu Cai; Wenbin Nan; Yiyang Xie; Xun Gong 010 (BioData Min., 2025)