Yanshan Wang

1. A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review
   2024/05/04 by Thomas Yu Chow Tam, Sonish Sivarajkumar, Tam, Thomas Yu Chow +27 · 29 citations
   Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI
   2023/09/21 by Mahyar Abbasian, Elahe Khatibi, Abbasian, Mahyar +24 · 14 citations
   Medicine · Computer Science · Psychology · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Digital Mental Health Interventions
3. HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
   2022/03/09 by Sonish Sivarajkumar, Yanshan Wang, Sivarajkumar, Sonish +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Topic Modeling
4. MedSTS: A Resource for Clinical Semantic Textual Similarity
   2018/08/28 by Yanshan Wang, Wang, Yanshan, Naveed Afzal +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
5. Large Language Models Vote: Prompting for Rare Disease Identification
   2023/08/24 by David Oniani, Oniani, David, Jordan Hilsman +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. A Comparison of Word Embeddings for the Biomedical Natural Language Processing
   2018/02/01 by Yanshan Wang, Sijia Liu, Wang, Yanshan +13 · 1 citation
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text Readability and Simplification #Topic Modeling #Wikis in Education and Collaboration
7. Mitigating the Risk of Health Inequity Exacerbated by Large Language Models
   2024/10/07 by Yuelyu Ji, Ji, Yuelyu, Weigang Ma +15 · 3 citations
   Medicine · #Chronic Disease Management Strategies #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
   2024/01/20 by David Oniani, Oniani, David, Xizhi Wu +11 · 2 citations
   Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Topic Modeling
9. Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare
   2025/01/27 by Hang Zhang, Qiang Lou, Zhang, Hang +3 · 4 citations
   Medicine · Psychology · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Mental Health via Writing
10. Large language models for biomedicine: foundations, opportunities, challenges, and best practices
    2024/04/24 by Satya S Sahoo, Satya S. Sahoo, Joseph M. Plasek +10 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
11. PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models
    2024/04/23 by Shashi Kant Gupta, Gupta, Shashi Kant, Aditya Basu +22 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare #Topic Modeling
12. An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing
    2023/09/14 by Sonish Sivarajkumar, Sivarajkumar, Sonish, Mark Kelley +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
13. Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
    2023/05/30 by Liyan Tang, Tang, Liyan, Yifan Peng +9 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
14. ReDWINE: A Clinical Datamart with Text Analytical Capabilities to Facilitate Rehabilitation Research
    2023/04/12 by David Oniani, Bambang Parmanto, Oniani, David +21 · 1 citation
    Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Chronic Disease Management Strategies #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning in Healthcare
15. Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records
    2023/06/05 by Sonish Sivarajkumar, Yufei Huang, Sivarajkumar, Sonish +3 · 1 citation
    Health Professions · Medicine · #Healthcare cost, quality, practices #Global Cancer Incidence and Screening #Chronic Disease Management Strategies