Clinical Decision Support

Ask about this topic

Momentum

14 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 156

All topics
CardsList

  1. Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationClinical Triage

    1Ivannikov Institute for System Programming of the Russian Academy of Sciences (ISP RAS),2026 25 Alexander Solzhenitsyn str., Moscow, 109004, Russian Federation · 2Orel Regional Oncology Dispensary,May 2 Ippodromny lane, Orel, Russian Federation

  2. MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning

    May 26, 2026Yuhao Shen, Lang Cao, Simo Du +4HealthcareClinical Decision Support

    University of Illinois Urbana-Champaign · 2The Chinese University of Hong Kong, Shenzhen · 3Albert Einstein College of Medicine

  3. 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 +17HealthcareClinical Decision Support

    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

  4. PathWISE: Multi-Agent Cancer Pathway Triaging Ontology Learning from Clinical Flowcharts

    May 25, 2026Sofiat Abioye, Ufaq Khan, Shazad Ashraf +6HealthcareClinical Triage

    Birmingham City University, Birmingham, UK · Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK +2

  5. RAPTOR+: A Visually Grounded Vision-Language Framework to Improve Clinical Trust and Auditability in Automated Cancer Referral Processing

    May 25, 2026Sofiat Abioye, Ufaq Khan, Shazad Ashraf +4Document UnderstandingHealthcare

    Birmingham City University, Birmingham, England, UK · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE · University Hospitals Birmingham NHS Foundation Trust, Birmingham, England, UK +1

  6. A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation

    May 25, 2026Zhengrui Guo, Zhengyu Zhang, Jiabo Ma +23Computational PathologyClinical Decision Support

    Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China · Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China · Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China +15

  7. Preferred, Not Safer: Pairwise Preference Is a Poor Proxy for Clinical Safety

    May 25, 2026Fay Elhassan, David Sasu, Alexandra Kulinkina +2LLM Safety BenchmarksHuman Preference Evaluation

    LiGHT Laboratory, EPFL, Lausanne, Switzerland

  8. Uncertainty Reasoning with Large Language Models for Explainable Disease Diagnosis

    May 25, 2026Xiaoyang Fan, Yufan Cai, Zhe Hou +1Clinical Decision SupportClinical Reasoning

    National University of Singapore · Griffith University

  9. Structured Visual Evidence Decomposition for Evidence-Grounded Multimodal Screening of Obstructive Sleep Apnea-Hypopnea Syndrome

    May 23, 2026Chen Zhan, Yingchen Wei, Xiaoyu Tan +2HealthcareClinical Triage

    School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 200438, China · Tencent Youtu Lab, Shanghai 200233, China · ENT Institute and Department of Otorhinolaryngology, Eye & ENT Hospital of Fudan University, Shanghai 200031, China +1

  10. Optimizing Digital Therapeutic Interventions: Online Learning under Endogenous Adherence

    May 22, 2026Eric Pulick, Stephanie Carpenter, Matthew Buman +1Dynamical SystemsMulti-Armed Bandits

    Department of Industrial and Systems Engineering, University of Wisconsin-Madison · College of Health Solutions, Arizona State University

  11. Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning

    May 22, 2026Sijia Li, Xiaoyu Tan, Qixing Wang +7Clinical Decision SupportHuman-in-the-Loop AI

    Shanghai University of Engineering Science, Shanghai, China · Tencent Youtu Lab, Tencent, China · Department of Critical Care Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China +3

  12. Uncertainty-aware classification and triage of structural heart disease using electrocardiography and echocardiography metrics

    May 21, 2026Mitchel J. ColebankBayesian Neural NetworksUncertainty Quantification

    Department of Mathematics, University of South Carolina,, Columbia, 29208, South Carolina, USA

  13. Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support

    May 21, 2026Chen Zhan, Xihe Qiu, Xiaoyu Tan +8HealthcareClinical Decision Support

    School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China. · Department, Tencent Youtu Lab, Shanghai, 200233, China. · Department of Oncology, Jinshan Hospital, Fudan University, Shanghai, 201508, China. +4

  14. Understanding Perspectives of Patients, Caregivers and Clinicians towards Emerging Collaborative-decision Making Technologies

    May 20, 2026Ray-Yuan Chung, Athena Ortega, Zixuan Xu +7Clinical Decision SupportClinical Decision-Making

    University of Washington, Seattle, WA · Johns Hopkins University, Baltimore, MD

  15. A Deployment Audit of Release-Side Risk in Conformal Triage under Prevalence Shift

    May 20, 2026Chengze Li, Xiao Liu, Hanrong Zhang +7Distribution ShiftAlgorithmic Auditing

    University of Illinois Chicago, Chicago, IL, USA · Manteia Technologies Co., Ltd, Xiamen, China · University of Illinois Urbana-Champaign, Champaign, IL, USA +1

  16. CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support

    May 19, 2026Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora +1Clinical Decision SupportConformal Prediction

    University of Florida · MD Anderson Cancer Center · University of Louisville

  17. ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

    May 19, 2026Juncheng Wu, Letian Zhang, Yuhan Wang +5HealthcareClinical Decision Support

    UC Santa Cruz

  18. Fully Open Meditron: An Auditable Pipeline for Clinical LLMs

    May 15, 2026Xavier Theimer-Lienhard, Mushtaha El-Amin, Fay Elhassan +5HealthcareLLM Auditing

    LiGHT, EPFL

  19. Imitation learning for clinical decision support in pediatric ECMO

    May 15, 2026Fateme Golivand, Michael Skinner, Saurabh Mathur +5Latent Action LearningClinical Decision Support

    University of Texas at Dallas · Technische Universität Darmstadt · Swarthmore College +1

  20. COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion

    May 14, 2026Zihan Deng, Xiaozhen Zhong, Chuanzhi XuHealthcareClinical Decision Support

    School of Computing and Data Science, The University of Hong Kong · 2Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China · School of Computer Science, The University of Sydney

  21. Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model

    May 14, 2026Minghao Wu, Yuting Yan, Zhenyang Cai +9Agentic RLClinical Decision Support

    The Chinese University of Hong Kong, Shenzhen · Beijing Hospital

  22. RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

    May 14, 2026Shuhao Chen, Weisen Jiang, Changmiao Wang +4HealthcareClinical Decision Support

    The Hong Kong University of Science and Technology · Southern University of Science and Technology · The Chinese University of Hong Kong +2

  23. RISED: A Pre-Deployment Evaluation Framework for High-Stakes AI Decision-Support Systems, with Application to Healthcare

    May 13, 2026Rohith Reddy Bellibatlu, Manpreet Singh, Yash Jajoo +2Distribution Shift RobustnessHealthcare

    Florida International University, Miami, FL, USA. · Boston University, Boston, MA, USA. · New York University, New York, NY, USA. +2

  24. Checkup2Action: A Multimodal Clinical Check-up Report Dataset for Patient-Oriented Action Card Generation

    May 12, 2026Sike Xiang, Shuang Chen, Kevin Qinghong Lin +4Medical Report GenerationHealthcare

    Durham University Durham, UK · University of Oxford Oxford, UK

  25. AcuityBench: Evaluating Clinical Acuity Identification and Uncertainty Alignment

    May 12, 2026Robin Linzmayer, Georgianna Lin, Di Coneybeare +22HealthcareClinical Triage

    Department of Computer Science, Columbia University · Department of Biomedical Informatics, Columbia University · Department of Computer Science, Columbia University, New York, NY, USA +3

  26. Conditional anomaly detection methods for patient-management alert systems

    May 11, 2026Michal Valko, Gregory Cooper, Amy Seybert +3Clinical Decision SupportAnomaly Detection

    University of Pittsburgh, PA

  27. CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

    May 10, 2026Aishik Nagar, Arun-Kumar Kaliya-Perumal, Yu-Hsuan Han +5HealthcareClinical Decision Support

    ASUS Intelligent Cloud Services (AICS) · Rehabilitation Research Institute of Singapore, Nanyang Technological University · Department of Family Medicine,2026 Taipei Veterans General Hospital +2

  28. Machine Learning-Based Pre-Test Risk Stratification for PCR-Confirmed Chlamydia Using Patient-Reported Data and Urine Biomarkers

    May 9, 2026Mehrab Mahdian, Marko Lehes, Katrin Krolov +1Clinical Decision SupportClinical Risk Prediction

    Tallinn University of Technology (TalTech), Tallinn, Estonia · Selfdiagnostics Deutschland GmbH, Tallinn, Estonia · Capitol Technology University, Laurel, MD, USA +1

  29. Outlier detection for patient monitoring and alerting

    May 9, 2026Miloš Hauskrecht, Iyad Batal, Michal Valko +3HealthcareClinical Decision Support

    Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA · The Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA · Inria Lille-Nord Europe, equipe SequeL, Lille, France +2

  30. Shapley Regression for Rare Disease Diagnosis Support: a case study on APDS

    May 9, 2026Safa Alsaidi, Tomás Brogueira, Nizar Mahlaoui +5Rare Disease DiagnosisClinical Decision Support

    Inria, Inserm, UPC, HeKA U1346, Paris, France. · Técnico, University of Lisbon, INESC-ID, Lisbon, Portugal · Necker Enfants Malades University Hospital, AP-HP, Paris, France +2