Clinical Trials

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Defining and Categorising Human-AI Interactions in Clinical Trials: A Multidimensional Human-AI Classification Approach

    Sep 29, 2026Sandra Woolley, Tim Collins, Khalid Khattak +3Human-Ai InteractionClinical Trials

    Keele University, UK · Manchester Metropolitan University, UK

  2. Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning

    Sep 17, 2026Simon Süwer, Julian Klemm, Elisa Acitelli +38Federated LearningMulticenter Evaluation

  3. Accountable AI with Grounded, Faithful, Consistent, Actionable Rationales: A Case Study in Clinical Trial Matching with VERDICT

    Sep 3, 2026Zikai Zhou, Yufei Jin, Yilin Xu +3Free-Form Textual RationalesVerdict

    Department of Computer Science, Stanford University, Stanford, CA, USA · Samueli Electrical and Computer Engineering, UCLA, Los Angeles, CA, USA · Department of Computer Science, Emory University, Atlanta, GA, USA +1

  4. Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment

    Sep 1, 2026Yin Fang, Qiao Jin, Shubo Tian +24Clinical TrialsMulticenter Evaluation

    Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA. · UI Health, University of Illinois Chicago. Chicago, IL, USA. · University of Illinois Urbana-Champaign, Urbana, IL, USA. +6

  5. Do AI chatbots find what experts would? Effects of model, user role, and sample size on study retrieval for medical questions

    Aug 13, 2026Qingfang Liu, Qiao Jin, Joe D. Menke +2ChatbotsLarge Language Model Responses

    National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Baltimore, MD, USA · National Library of Medicine, National Institutes of Health, Bethesda, MD, USA · School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA

  6. Learning Clinical-Trial Strategy: Offline Policy Training for Decision Agents

    Aug 4, 2026William Bolton, Philip TorrClinical TrialsClinical Decision Support

    Department of Engineering Science, University of Oxford, Oxford, United Kingdom.

  7. The MADRS Pipeline: Supporting Depression Assessment in Clinical Trials

    Jul 30, 2026Mila Fodor, Katalin Ócsai, Francesco Periti +2DepressionMental Health

    Clario, part of Thermo Fisher Scientific

  8. Scaling Up Formal Representation of Clinical Trial Protocols in Ensemble Logic Using LLMs: A Preliminary Study

    Jul 23, 2026Yan Huang, Xubing Hao, Xiaojin Li +4Clinical TrialsNatural Language

    McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA · McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas, USA

  9. Optimizing Clinical Trial Protocols Using EHR-Derived Heterogeneous Treatment Effects

    Jul 18, 2026Xiaodi Li, Munhuwan Lee, Pengyang Li +5Heterogeneous Treatment EffectsClinical Trials

    Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA · Division of Cardiology, Pauley Heart Center, Virginia Commonwealth University, Richmond, VA, USA · MCHS Cardiology, Mayo Clinic, Rochester, MN, USA +2

  10. Faithful by Design: Evaluating and Improving LLM-Generated Clinical Trial Summaries for Multi-Stakeholder Audiences

    Jul 10, 2026Robert WilliamsClinical TrialsSummarization

    University of Texas at Austin Computer & Data Science Online Austin, Texas, USA

  11. CaresAI at CT-DEB26: Detecting Dosing Errors In Clinical Trials Using Domain-Specific Transformer Embeddings and Classification Models

    Jun 29, 2026Leon Hamnett, Favour Igwezeke, Joseph Itopa Abubakar +1Clinical TrialsDose

    CaresAI, Australia · Faculty of Pharmaceutical Sciences, Nsukka Enugu, Nigeria · Menzies School of Health Research, Australia

  12. Neurosymbolic Clinical Trial Matching via LLM-Driven Abduction and Logical Verification

    Jun 18, 2026Baiyang Qu, Leonardo Ranaldi, Xi Wang +1Neuro-Symbolic FrameworkClinical Trials

    Department of Computer Science, University of Leicester, UK · School of Informatics, University of Edinburgh, UK · School of Computer Science, University of Sheffield, UK

  13. Fairness Definitions and Metrics in Deep Reinforcement Learning for Drug Discovery in Healthcare: A Rapid Evidence Review

    Jun 1, 2026Esmaeil Shakeri, Ronnie de Souza Santos, Behrouz FarDrug DiscoveryAlgorithmic Fairness

    Department of Electrical and Software Engineering, Schulich School of Engineering, University of Calgary, Canada

  14. Trends in AI and Human-AI Interaction in Clinical Trials -- A Hybrid Human-AI Exploration

    May 27, 2026Sandra Woolley, Tim Collins, Khalid Khattak +3Clinical TrialsHuman-Ai Interaction

    a Keele University, UK · b Manchester Metropolitan University, UK

  15. The Daily Dose: Workflow-Integrated Large Language Model Automation for Clinical Summarization and Trial Identification in Radiation Oncology

    May 25, 2026Jason Holmes, Federico Mastroleo, Mariana Borras-Osorio +17Clinical TrialsDose

    Department of Radiation Oncology, Mayo Clinic, Phoenix, AZ, United States · Division of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy · Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy +2

  16. SCOPE:Planning for Hybrid Querying over Clinical Trial Data

    Apr 28, 2026Suparno Roy Chowdhury, Manan Roy Choudhury, Tejas Anvekar +5Clinical TrialsClinical Reasoning Training

    1Arizona State University · 2Mayo Clinic

  17. Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

    Apr 23, 2026Xiaodi Li, Yang Xiao, Munhwan Lee +7Clinical TrialsElectronic Health Records

    Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA · Computer Science Department, University of Tulsa, Tulsa, OK, USA · Mayo Clinic Comprehensive Cancer Center, Mayo Clinic, Rochester, MN, USA +4

  18. CT Open: An Open-Access, Uncontaminated, Live Platform for the Open Challenge of Clinical Trial Outcome Prediction

    Apr 17, 2026Jianyou Wang, Youze Zheng, Longtian Bao +11Clinical PredictionClinical Trials

    Laboratory for Emerging Intelligence, University of California, San Diego · Elsevier · Department of Dermatology, University of California, San Diego

  19. SatIR: Scalable High-Recall Constraint-Satisfaction-Based Information Retrieval for Clinical Trials Matching

    Apr 10, 2026Zikai Zhou, Yufei Jin, Yilin Xu +3Clinical TrialsPrecision Recall

    Department of Computer Science, Stanford University, Stanford, CA, USA · Samueli Electrical and Computer Engineering, UCLA, Los Angeles, CA, USA · Department of Computer Science, Emory University, Atlanta, GA, USA +1

  20. EviSearch: Trustworthy Extraction and Synthesis of Clinical Trial Evidence with Agents that Improve with Use

    Mar 23, 2026Naman Ahuja, Abhijit Chakraborty, Muhammad Ali Khan +4Systematic ReviewClinical Trials

    Arizona State University · Mayo Clinic

  21. From Bench-to-Bedside: A Review of Clinical Trials in Drug Discovery and Development

    Date pendingTianyang Wang, Ming Liu, Benji Peng +17Clinical TrialsDrug Discovery

    University of Liverpool, Liverpool, UK · Purdue University, West Lafayette, USA · Georgia Institute of Technology, Atlanta, USA +13