Shengqiang Chi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Hierarchical Classification

Multitask Learning

Acute Myocardial Infarction

Top Venues

J. Biomed. Informatics

Artif. Intell. Medicine

IEEE J. Biomed. Health Informatics

Publications

Shengqiang Chi, Yuqing Wang, Ying Zhang, Weiwei Zhu, Jingsong Li
Graph Neural Network Based Multi-Label Hierarchical Classification for Disease Predictions in General Practice. MedInfo (2023)
Shengqiang Chi, Feng Wang, Xueyao Li, Minghong Xu, Jingsong Li
Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records. MedInfo (2023)
Shengqiang Chi, Tianshu Zhou, Weiwei Zhu, Xueyao Li, Jingsong Li
A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure. EMBC (2023)
Feng Wang, Shengqiang Chi, Xueyao Li, Hang Zhang, Jingsong Li
A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning. MedInfo (2023)
Ying Zhang, Yuqing Wang, Shengqiang Chi, Hua Ru, Yifan Jiang, Yu Tian, Tianshu Zhou, Jingsong Li
Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity. MedInfo (2023)
Shengqiang Chi, Yu Tian, Feng Wang, Tianshu Zhou, Shan Jin, Jingsong Li
A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models. Artif. Intell. Medicine 125 (2022)
Shengqiang Chi, Yu Tian, Feng Wang, Yu Wang, Ming Chen, Jingsong Li
Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Shengqiang Chi, Xinhang Li, Yu Tian, Jun Li, Xiang-Xing Kong, Ke-Feng Ding, Chunhua Weng, Jing-Song Li
Semi-supervised learning to improve generalizability of risk prediction models. J. Biomed. Informatics 92 (2019)
Yu Tian, Yong Shang, Dan-Yang Tong, Shengqiang Chi, Jun Li, Xiang-Xing Kong, Ke-Feng Ding, Jing-Song Li
POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing. J. Biomed. Informatics 86 (2018)
Yuan Gao, Yu Tian, Shengqiang Chi, Yao Lu, Xinhang Li, Tianshu Zhou, Jing-song Li
A Study on Data-Driven Novel Cancer Staging Methods. MedInfo (2017)