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Author

Ruihui Hou

Observed name: Hou, Ruihui
ORCID: 0009-0009-7435-9108
Observed ORCID: 0009-0009-7435-9108
OpenAlex ID: A5077626602
Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy
2025 · Ruihui Hou, Xiaojun Wang, et al. · IEEE Journal of Biomedical and Health Informatics · 13
CDAFlow: Enhancing LLM clinical decision-making through agentic workflow
2026 · Ruihui Hou, Dongge Xue, et al. · Expert Systems with Applications · 2
MSDiagnosis: A benchmark and framework for evaluating large language models in multi-step clinical diagnosis
2025 · Ruihui Hou, Shencheng Chen, et al. · Knowledge-Based Systems · 2
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
2025 · Guangya Yu, Yanhao Li, et al. · 1
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Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
2025 · Dongge Xue, Zhili Pu, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 1
Alignment of Chinese-English Medical Terminology in Small-Sample Scenarios: A Two-Stage Approach
2024 · Qi Ye, Zicheng Yao, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 1
MSDiagnosis: A Benchmark for Evaluating Large Language Models in Multi-Step Clinical Diagnosis
2024 · Hou, Ruihui, Chen, Shencheng, et al. · arXiv (Cornell University) · 1
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An entity relation extraction algorithm based on BERT(wwm-ext)-BiGRU-Attention
2020 · Ruihui Hou, Hanhao Li, et al. · 1
MedCalc-Pro: Solving Complex Medical Calculations with LLM Agents
2026 · Zhao, Siran, Hou, Ruihui, et al. · arXiv (Cornell University)
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ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models
2026 · Hou, Ruihui, Zhu, Siyi, et al. · arXiv (Cornell University)
ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models
2026 · Hou, Ruihui, Zhu, Siyi, et al. · arXiv (Cornell University)
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CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation
2026 · Hou, Ruihui, Huai, Ziyue, et al. · arXiv (Cornell University)
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MARM: Medical adaptive reasoning model
2026 · Ruihui Hou, Ziyue Huai, et al. · Expert Systems with Applications
MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction
2026 · Zhili Pu, Lantian Zhang, et al.
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From Selection to Refinement: Iterative Optimization for Instruction Data
2026 · Hang Hu, Ziyan Liu, et al. · Annual Meeting of the Association for Computational Linguistics (ACL)
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ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models
2026 · Ruihui Hou, Siyi Zhu, et al.
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Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue
2026 · Guangya Yu, Hui Luo, et al.
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MedKCoT: A Knowledge-Guided Multi-Modal Chain-of-Thought Generation Framework for Medical Visual Question Answering
2025 · Yinan Wu, Zhili Pu, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
2025 · Yu, Guangya, Li, Yanhao, et al. · arXiv (Cornell University)
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EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
2025 · Yifei Chen, Ruihui Hou, et al.
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Construction of disease-pathological feature knowledge graph based on entity recognition and relation extraction
2022 · Jun Li, Honghai Feng, et al. · International Conference on Computational Science and Computational Intelligence (CSCI)
Construction of Symptom-cause Knowledge Graph based on Named Entity Recognition and Relation Extraction
2022 · Pengcheng Zhou, Honghai Feng, et al. · International Conference on Health Big Data and Intelligent Healthcare (ICHIH)
Works count: 22
Citation count: 22
H-index: 2
I10-index: 1
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