Ruihui Hou

According to our database, Ruihui Hou authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

CDAFlow: Enhancing LLM clinical decision-making through agentic workflow.

Ruihui Hou, Dongge Xue, Hongli Sun, Ping He, Weiyan Zhang, Tong Ruan

Expert Syst. Appl., 2026

MARM: Medical adaptive reasoning model.

Ruihui Hou, Ziyue Huai, Yinan Wu, Tong Ruan

Expert Syst. Appl., 2026

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, May, 2025

MSDiagnosis: A benchmark and framework for evaluating large language models in multi-step clinical diagnosis.

Ruihui Hou, Shencheng Chen, Yongqi Fan, Guangya Yu, Lifeng Zhu, Jing Sun, Jingping Liu, Tong Ruan

Knowl. Based Syst., 2025

MedKCoT: A Knowledge-Guided Multi-Modal Chain-of-Thought Generation Framework for Medical Visual Question Answering.

Yinan Wu, Zhili Pu, Yuming Lu, Ruihui Hou, Jianjun Zeng, Yifan Ding, Jingping Liu, Tong Ruan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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

Proceedings of the Findings of the Association for Computational Linguistics, 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records.

Yifei Chen, Ruihui Hou, Jingping Liu, Tong Ruan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2022

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

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2020

An entity relation extraction algorithm based on BERT(wwm-ext)-BiGRU-Attention.

Ruihui Hou, Hanhao Li, Honghai Feng, Yunpeng Li, Jun Li, Yatian Shen

Proceedings of the CIAT 2020: International Conference on Cyberspace Innovation of Advanced Technologies, 2020