TASP: A Time-Phased Model for Sepsis Prediction. - Xiang Li 013; Yanni Kang; Xiaoyu Jia 002; Junmei Wang; Guotong Xie (CinC, 2019)

Using Temporal Feature Aggregation and Gradient Boosting Tree on Missing Data Imputation. - Yanni Kang; Xiaoyu Jia 002; Xiang Li 013; Guotong Xie (ICHI, 2019)

A Clinically Practical and Interpretable Deep Model for ICU Mortality Prediction with External Validation. - Yanni Kang; Xiaoyu Jia 002; Yiying Hu; Jianying Guo; Xiang Li 013; Guo Tong Xie; Kaifei Wang (AMIA, 2020)

A Multi-directional Approach for Missing Value Estimation in Multivariate Time Series Clinical Data. - Xiao Xu; Xiaoshuang Liu; Yanni Kang; Xian Xu; Junmei Wang; Yuyao Sun; Quanhe Chen; Xiaoyu Jia 002; Xinyue Ma; Xiaoyan Meng; Xiang Li 013; Guotong Xie (J. Heal. Informatics Res., 2020)