An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking. - Jiaying Zhang; Qi Wang 020; Zhixing Zhang; Yangming Zhou; Qi Ye 004; Huanhuan Zhang; Jiahui Qiu; Ping He (BIBM, 2018)

融入语言模型和注意力机制的临床电子病历命名实体识别 (Clinical Electronic Medical Record Named Entity Recognition Incorporating Language Model and Attention Mechanism). - Guoqiang Tang; Daqi Gao; Tong Ruan; Qi Ye 004; Qi Wang 020 (计算机科学, 2020)

Lab indicators standardization method for the regional healthcare platform: a case study on heart failure. - Ming Liang; Zhixing Zhang; Jiaying Zhang; Tong Ruan; Qi Ye 004; Ping He (BMC Medical Informatics Decis. Mak., 2020)

An Integrated Resampling Methods for Imbalanced Sporadic Temporal Data in EHRs. - Qi Ye 004; Tomohiro Kuroda; Tong Ruan; Wenlong Zhang; Xiaoling Ge (BIBM, 2021)

A combined recall and rank framework with online negative sampling for Chinese procedure terminology normalization. - Ming Liang; Kui Xue; Qi Ye 004; Tong Ruan (Bioinform., 2021)

CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model. - Yongyu Yan; Kui Xue; Qi Ye 004; Tong Ruan (CoRR, 2022)

Image sentiment classification via multi-level sentiment region correlation analysis. - Jing Zhang 041; Xinyu Liu; Mei Chen; Qi Ye 004; Zhe Wang 002 (Neurocomputing, 2022)

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model. - Yongyu Yan; Kui Xue; Xiaoming Shi; Qi Ye 004; Jingping Liu; Tong Ruan (BIBM, 2023)

ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation. - Jing Zhang 041; Qiuge Qin; Qi Ye 004; Tong Ruan (Comput. Biol. Medicine, 2023)

Integration of multiple terminology bases: a multi-view alignment method using the hierarchical structure. - Peihong Hu; Qi Ye 004; Weiyan Zhang; Jingping Liu; Tong Ruan (Bioinform., 2023)

Subsequence and distant supervision based active learning for relation extraction of Chinese medical texts. - Qi Ye 004; Tingting Cai; Xiang Ji; Tong Ruan; Hong Zheng (BMC Medical Informatics Decis. Mak., 2023)

Alignment of Chinese-English Medical Terminology in Small-Sample Scenarios: A Two-Stage Approach. - Qi Ye 004; Zicheng Yao; Peihong Hu; Xiang Ji; Tong Ruan; Ruihui Hou (BIBM, 2024)

A multi-view representation learning framework for commonsense knowledge bases. - Weiyan Zhang; Chuang Chen; Tao Chen; Jingping Liu; Qi Ye 004; Tong Ruan (Inf. Sci., 2024)

Emotion-wise feature interaction analysis-based visual emotion distribution learning. - Jing Zhang 041; Qiuge Qin; Xinyu Liu; Qi Ye 004; Wen Du (Vis. Comput., 2024)

IMQC: A Large Language Model Platform for Medical Quality Control. - Qi Ye 004; Guangya Yu; Jingping Liu; Erzhen Chen; Chenjie Dong; Xiaosheng Lin; Zelei Liu; Han Yu 001; Tong Ruan (AAAI, 2025)

MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs. - Yongqi Fan; Yating Wang; Guandong Wang; Jie Zhai; Jingping Liu; Qi Ye 004; Tong Ruan (ACL (Findings), 2025)

CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. - Guangya Yu; Yanhao Li; Zongying Jiang; Yuxiong Jin; Li Dai; Yupian Lin; Ruihui Hou; Weiyan Zhang; Yongqi Fan; Qi Ye 004; Jingping Liu; Tong Ruan (ACL (Findings), 2025)