An entity relation extraction algorithm based on BERT(wwm-ext)-BiGRU-Attention. - Ruihui Hou; Hanhao Li; Honghai Feng; Yunpeng Li; Jun Li; Yatian Shen (CIAT, 2020)

Construction of disease-pathological feature knowledge graph based on entity recognition and relation extraction. - Jun Li; Honghai Feng; Pengcheng Zhou; Ruihui Hou; Yaju Wei; Yanyan Chen (CSCI, 2022)

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

MSDiagnosis: An EMR-based Dataset for Clinical Multi-Step Diagnosis. - Ruihui Hou; Shencheng Chen; Yongqi Fan; Lifeng Zhu; Jing Sun; Jingping Liu; Tong Ruan (CoRR, 2024)

EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records. - Yifei Chen; Ruihui Hou; Jingping Liu; Tong Ruan (ACL (Findings), 2025)

Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query. - Dongge Xue; Zhili Pu; Zhentao Xia; Hongli Sun; Ruihui Hou; Guangya Yu; Yupian Lin; Yongqi Fan; Jingping Liu; Tong Ruan (ACL (1), 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; Jingping Liu; Tong Ruan (ACL (Findings), 2025)

Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy. - Ruihui Hou; Xiaojun Wang; Weiyan Zhang; Zhexin Song; Kai Wang; Yifei Chen; Jingping Liu; Tong Ruan (IEEE J. Biomed. Health Informatics, 2025)