Modeling of joint extraction of entity relationships in clinical electronic medical records. - Yousen Yang; Jijun Tong; Qingli Zhou (Comput. Biol. Medicine, 2024)

MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare. - Ye Chen; Dongdong Huang; Yuqiang Shen; Haoyun Xu; Lin Sheng; Qingli Zhou; Kai Wang (ICCS (Workshops 2), 2025)

GPMC: Leveraging Conditional Layer Normalization and Adversarial Learning for Enhanced Medical Relation Extraction. - Weikang Ding; Jijun Tong; Qingli Zhou; Meizhen Tong; Zhihuan Zhang (ICIC (20), 2025)

BAGP: A Biomedical Entity-Relation Joint Extraction Model Integrating Adversarial Training with Biaffine Attention. - Yinghao Shao; Shudong Xia; Yang Chen; Yuqiang Shen; Qingli Zhou; Yousen Yang; Jijun Tong (ICIC (28), 2025)

Development and validation of a machine learning model for early screening of high-risk mild cognitive impairment from the multi-cohort data. - Xuan Wu; Xuecheng Yao; Jianing Shi; Mengling Tang; Qingli Zhou; Kun Chen (Int. J. Medical Informatics, 2025)

CECRel: A joint entity and relation extraction model for Chinese electronic medical records of coronary angiography via contrastive learning. - Yetao Tong; Jijun Tong; Shudong Xia; Qingli Zhou; Yuqiang Shen (J. Biomed. Informatics, 2025)

MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare. - Ye Chen; Dongdong Huang; Haoyun Xu; Cong Fu 013; Lin Sheng; Qingli Zhou; Yuqiang Shen; Kai Wang (CoRR, 2025)