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Health Information Science and Systems|September 16, 2024
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity networkYe Liang, Chonghui Guo, Hailin LiIEEE Journal of Biomedical and Health Informatics|August 6, 2025
"Dynamic Ensemble, then Knowledge Distillation": A SHAP-Driven Two-Stage Framework for Sepsis Mortality PredictionHongwei He, Mucan Liu, Chonghui GuoBMC Medical Informatics and Decision Making|March 7, 2020
An evaluation of time series summary statistics as features for clinical prediction tasksChonghui Guo, Menglin Lu, Jingfeng ChenComputers in Biology and Medicine|December 25, 2022
An explainable knowledge distillation method with XGBoost for ICU mortality predictionMucan Liu, Chonghui Guo, Sijia GuoArtificial Intelligence in Medicine|January 6, 2024
A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time predictionLiangchen Xu, Chonghui Guo, Mucan LiuArtificial Intelligence in Medicine|March 8, 2020
A fusion framework to extract typical treatment patterns from electronic medical recordsJingfeng Chen, Leilei Sun, Chonghui Guo, et al.Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi|April 29, 2021
[Evolution analysis of diagnosis and treatment plans of corona virus disease 2019 based on text mining]Chonghui Guo, Liangchen Xu, Wei Wei, et al.Frontiers in Public Health|February 7, 2022
Unifying Diagnosis Identification and Prediction Method Embedding the Disease Ontology Structure From Electronic Medical RecordsJingfeng Chen, Chonghui Guo, Menglin Lu, et al.IEEE Transactions on Neural Networks and Learning Systems|September 12, 2022
A Unified Framework Based on Graph Consensus Term for Multiview LearningXiangzhu Meng, Lin Feng, Chonghui Guo, et al.Journal of Biomedical Informatics|June 15, 2018
A data-driven framework of typical treatment process extraction and evaluationJingfeng Chen, Leilei Sun, Chonghui Guo, et al.Pageof 42