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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.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.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.Pageof 42