| 1. Binyu Gao, Qiongye Dong, Tianqi Tao, Congmin Zhu, Jun Huang, Hui Chen, Qiuying Yang， Honglei Liu.Leveraging Large Language Models to Enhance Medical Text Representation for Lung Diagnosis Prediction via Knowledge Infusion.Tsinghua Science and Technology.2026.31. .SCI（含SCIE） |
| 2. Fangxu Guan#, Ruixue Niu#, Feifei Huang, Xiaofan Zhang, Yanli Wei, Jiguo Zhang, Xiaofang Jia, Yifei Ouyang, Jing Bai, Chang Su, Li Li, Wenwen Du*, Honglei Liu*, Huijun Wang*.Large Language Model-Based Text Recognition and Structured Data Extraction for Dietary Surveys.China CDC Weekly.2026.8（2）. .SCI（含SCIE） |
| 3. Rui Sun#; Binyu Gao#; Hanxi Zhang; Xi Wang; Fang Liu; Hongxin Zhao; Lijun Sun; Jianhua Yu; Honglei Liu*；Fujie Zhang*.Early prediction of immunological non-responders in people living with HIV using machine learning: model development and validation in large multicenter cohorts of China.Journal of Infection and Public Health.2026.19（3）. .SCI（含SCIE） |
| 4. Binyu Gao, Qiongye Dong, Tianqi Tao, Congmin Zhu, Jun Huang, Hui Chen, Qiuying Yang， Honglei Liu.Leveraging Large Language Models to Enhance Medical Text Representation for Lung Diagnosis Prediction via Knowledge Infusion.Tsinghua Science and Technology.2026.31.418-429.SCI（含SCIE） |
| 5. Rui Sun#; Binyu Gao#; Hanxi Zhang; Xi Wang; Fang Liu; Hongxin Zhao; Lijun Sun; Jianhua Yu; Honglei Liu*；Fujie Zhang*.Early prediction of immunological non-responders in people living with HIV using machine learning: model development and validation in large multicenter cohorts of China.Journal of Infection and Public Health.2026.19（3）.103116-.SCI（含SCIE） |
| 6. Fangxu Guan#, Ruixue Niu#, Feifei Huang, Xiaofan Zhang, Yanli Wei, Jiguo Zhang, Xiaofang Jia, Yifei Ouyang, Jing Bai, Chang Su, Li Li, Wenwen Du*, Honglei Liu*, Huijun Wang*.Large Language Model-Based Text Recognition and Structured Data Extraction for Dietary Surveys.China CDC Weekly.2026.8（2）.49-54.SCI（含SCIE） |
| 7. Chenglong Guo, Binyu Gao, Xuexue Han, Tianxing Zhang, Tianqi Tao, Jinggang Xia， Honglei Liu.Interpretable artificial intelligence model for predicting heart failure severity after acute myocardial infarction.BMC Cardiovascular Disorders.2025.25.362-373.SCI（含SCIE） |
| 8. 魏宇歌，李荣浩，孙琛懿，朱丛敏，陈 挺，杨 红，刘红蕾.人工智能在药物不良反应监测中的作用.协和医学.2025.16-6.202-209.北大核心 |
| 9. 刘红蕾，杨迎亮，李荣浩，朱丛敏，张旭.人工智能在肿瘤诊疗中的应用.首都医科大学学报.2025.46-3.395-400.北大核心 |
| 10. Ronghao Li, Shuai Mao, Congmin Zhu, Yingliang Yang, Chunting Tan, Li Li, Xiangdong Mu, Honglei Liu, Yuqing Yang.Enhancing Pulmonary Disease Prediction Using Large Language Models With Feature Summarization and Hybrid Retrieval-Augmented Generation: Multicenter Methodological Study Based on Radiology Report.JOURNAL OF MEDICAL INTERNET RESEARCH.2025.27.e72638.SCI（含SCIE） |
| 11. Bianhong Wang#, Ziqi Li#, Ruixue Niu, Yingliang Yang, Ronghao Li, Congmin Zhu, Honglei Liu. Construction of a Prognostic Hierarchical Model of Intermediate-Risk Acute Myeloid Leukemia Based on Machine Learning.Digital Health.2025.11.1-9.SCI（含SCIE） |
| 12. 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.2022.12. .SCI（含SCIE） |
| 13. Liu,Honglei;Zhang,Zhiqiang;Xu,Yan;Wang,Ni;Huang,Yanqun;Yang,Zhenghan;Jiang,Rui;Chen,Hui.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). .SCI（含SCIE） |
| 14. Wang,Ni;Wang,Muyu;Xin,Xin;Zhang,Tong;Wu,Hao;Huang,Xiaojie;Liu,Honglei.Exploring the Relationship Between Anxiety, Depression, and Sleep Disturbance Among HIV Patients in China From a Network Perspective.Frontiers in Psychiatry.2021.12. .SCI（含SCIE） |
| 15. .中文影像学报告中的命名实体识别研究.北京生物医学工程.2020.39(6).609-614.自主认定核心期刊 |
| 16. .A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis.IEEE ACCESS.2020.8(2020).159110-9. |
