| 1. Muyu Wang, Shiyu Fan, Yichen Li, Binyu Gao, Zhongrang Xie，Hui Chen.Robust Multi-modal Fusion Architecture for Medical Data with Knowledge Distillation.Computer Methods and Programs in Biomedicine.2025.260.108568.SCI（含SCIE） |
| 2. Moxuan Ma#,Muyu Wang#,Lan Wei, Xiaolu Fei, Hui Chen*.Multi-modal fusion models for time-varying medical data: Addressing long-term dependencies and memory challenges in sequence fusion.Journal of Biomedical Informatics.2025.166.104823.SCI（含SCIE） |
| 3. Yichen Li, Muyu Wang, Zhongrang Xie, Shiyu Fan, Lan Wei, Xiaolu Fei, Hui Chen*.Constructing and Learning Heterogeneous Patient Graph Representations from Structured Electronic Medical Records.International Journal of Machine Learning and Cybernetics.2025.16(9).6367-6380.SCI（含SCIE） |
| 4. 刘媛媛，李一晨，陈卉*.听力初筛未通过新生儿联合耳聋易感基因筛查的关联性分析.听力学及言语疾病杂志.2025.33(4).363-367.北大核心 |
| 5. 谢忠壤，王牧雨，范世玉，李一晨，陈卉*.基于电子病历和公开医学知识图谱的专病知识图谱构建.中国医疗设备.2025.40(6).44-48.北大核心 |
| 6. Muyu Wang, Shiyu Fan, Yichen Li, Zhongrang Xie, Hui Chen.Missing-modality enabled multi-modal fusion architecture for medical data.Journal of Biomedical Informatics.2025.164.104796.SCI（含SCIE） |
| 7. Moxuan Ma, Muyu Wang, Binyu Gao, Yichen Li, Jun Huang, Hui Chen*.Research on multi-modal fusion of temporal electronic medical records.BioEngineering.2024.10(12).1439.SCI（含SCIE） |
| 8. Yanjun Hu#, Moxuan Ma#, Hongxia Yin, Pengling Ren, Xin Tian, Zhimin Zheng, Zhaohui Zhong, Zhenchang Wang, Zhenghan Yang*, Hui Chen*.Assessment of cumulative cancer risk attributable to diagnostic X-ray radiation: a large cohort study.European Radiology.2023.33(3).1769-1778.SCI（含SCIE） |
| 9. Yuchuan Li#, Kun Qian#, Di Wu, Xinli Wang, Hong Cui, Geheng Yuan, Jinfang Yuan, Lijun Yang, Liya Wei, Bingyan Cao, Chang Su, Xuejun Liang, Min Liu, Wenjing Li, Miao Qin, Jiajia Chen, Xi Meng, Rui Wang, Shan Su, Xiaobo Chen*, Hui Chen*, Chunxiu Gong*.Incidence of Childhood Type 1 Diabetes in Beijing During 2011–2020 and Predicted Incidence for 2025–2035: A Multicenter, Hospitalization-Based Study.Diabetes Therapy.2023.14(3).519-529.SCI（含SCIE） |
| 10. Yanqun Huang, Muyu Wang, Zhimin Zheng, Moxuan Ma, Xiaolu Fei, Lan Wei, Hui Chen*.Representation of time-varying and time-invariant EMR data and its application in modeling outcome prediction for heart failure patients.Journal of Biomedical Informatics.2023.143.104427.SCI（含SCIE） |
| 11. Kan Wang, Binyu Gao, Heqi Liu, Hui Chen*, Honglei Liu*.The real-time and patient-specific prediction for duration and recovery profile of cisatracurium based on deep learning models.Frontiers in Pharmacology.2022.1.831149.SCI（含SCIE） |
| 12. Ni Wang, Muyu Wang, Yang Zhou, Honglei Liu, Lan Wei, Xiaolu Fei, Hui Chen*.Sequential Data-Based Patient Similarity Framework for Patient Outcome Prediction: Algorithm Development.Journal of Medical Internet Research.2022.24(1).e30720.SCI（含SCIE） |
| 13. 王牧雨，王妮，周阳，陈卉*.基于时间序列相似性的ICU患者结局预测模型研究.北京生物医学工程.2022.41(3).249-254.自主认定核心期刊 |
| 14. Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen*.Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study.Journal of Medical Internet Research.2022.24(8).e37486.SCI（含SCIE） |
| 15. Honglei Liu,Zhiqiang Zhang,Yan Xu, Ni Wang,Yanqun Huang, Zhenghan Yang, Rui Jiang,Hui Chen*.Use of BERT (Bidirectional Encoder Representations from Transformers)-based Deep Learning Method for Extracting Evidences in Chinese Radiology Reports: Development of a Computer-Aided Liver Cancer Diagnosis Framework.Journal of Medical Internet Research.2021.23（1）.e19689.SCI（含SCIE） |
| 16. Jing Ouyang, Jing Yuan, Yaling Chen, Yanming Zeng, Vijay Harypursat, Yanqiu Lu, Hui Chen*, Yaokai Chen*.The development and validation of a diagnostic scoring system to differentiate pulmonary tuberculosis from non-tuberculosis pulmonary infections in HIV-infected patients with severe immune suppression.BMC Infectious Diseases.2021.21(1).863.SCI（含SCIE） |
| 17. Yanqun Huang, Zhiqiang Zhang, Ni Wang, Honglei Liu,Zhimin Zheng, Xiaolu Fei, Lan Wei, Hui Chen*.Patient Representation From Structured Electronic Medical Records Based on Embedding Technique: Development and Validation Study.JMIR Medical Informatics.2021.9(7).e19905.SCI（含SCIE） |
| 18. Ni Wang,Yanqun Huang, Honglei Liu, Zhiqiang Zhang, Lan Wei,Xiaolu Fei, Hui Chen*.Study on the Semi-supervised Learning-based Patient Similarity from Heterogeneous Electronic Medical Records.BMC Medical Informatics and Decision Making.2021.21(S2).58.SCI（含SCIE） |
| 19. 陈晨，王妮，黄艳群，周阳，李盛俊，陈卉*.基于居民健康大数据的肥胖与常见慢病关联规则分析.北京生物医学工程.2020.39（4）.91-97.自主认定核心期刊 |
| 20. 王妮，黄艳群，刘红蕾，费晓璐，魏岚，陈卉*.基于半监督学习的患者相似性度量研究.北京生物医学工程.2020.39（2）.152-157.自主认定核心期刊 |
