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ORCIDRuihui Hou
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2020 – today
- 2025
[j2]Ruihui Hou
, Shencheng Chen, Yongqi Fan, Guangya Yu, Lifeng Zhu, Jing Sun, Jingping Liu, Tong Ruan:
MSDiagnosis: A benchmark and framework for evaluating large language models in multi-step clinical diagnosis. Knowl. Based Syst. 330: 114524 (2025)- [j1]Ruihui Hou, Xiaojun Wang, Weiyan Zhang, Zhexin Song, Kai Wang, Yifei Chen, Jingping Liu, Tong Ruan:
Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy. IEEE J. Biomed. Health Informatics 29(5): 3642-3653 (2025) - [c6]Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan:
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. ACL (Findings) 2025: 609-626 - [c5]Yifei Chen, Ruihui Hou, Jingping Liu, Tong Ruan:
EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records. ACL (Findings) 2025: 17235-17251 - [c4]Dongge Xue, Zhili Pu, Zhentao Xia, Hongli Sun, Ruihui Hou, Guangya Yu, Yupian Lin, Yongqi Fan, Jingping Liu, Tong Ruan:
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query. ACL (1) 2025: 19767-19790 - [i2]Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan:
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. CoRR abs/2502.11703 (2025) - 2024
- [c3]Qi Ye, Zicheng Yao, Peihong Hu, Xiang Ji, Tong Ruan, Ruihui Hou:
Alignment of Chinese-English Medical Terminology in Small-Sample Scenarios: A Two-Stage Approach. BIBM 2024: 3908-3911 - [i1]Ruihui Hou, Shencheng Chen, Yongqi Fan, Lifeng Zhu, Jing Sun, Jingping Liu, Tong Ruan:
MSDiagnosis: An EMR-based Dataset for Clinical Multi-Step Diagnosis. CoRR abs/2408.10039 (2024) - 2022
- [c2]Jun Li, Honghai Feng, Pengcheng Zhou, Ruihui Hou, Yaju Wei, Yanyan Chen:
Construction of disease-pathological feature knowledge graph based on entity recognition and relation extraction. CSCI 2022: 1622-1627 - 2020
- [c1]Ruihui Hou, Hanhao Li, Honghai Feng, Yunpeng Li, Jun Li, Yatian Shen:
An entity relation extraction algorithm based on BERT(wwm-ext)-BiGRU-Attention. CIAT 2020: 130-135
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