Clinical Decision Support

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

Latest papers 156

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  1. PsyBridge: A Hybrid Intelligent Framework for Multi-Dimensional Mental Health Assessment and Decision Support

    Jun 22, 2026Sunil Wanjari, Manish Thakre, Aayushi Asole +4Medical DiagnosisClinical Decision Support

  2. VISTA Architect: A graph database-oriented health AI system demonstrated in multidisciplinary tumor boards

    Jun 21, 2026Tuomo Kiiskinen, Jason Fries, Philip Adamson +7HealthcareClinical Decision Support

  3. Answer Engineering: Local Trajectory Editing for Protocol-Constrained Decision Making in Large Language Models

    Jun 19, 2026Victor Lavrenko, Anastasiia MolodnitskaiaLanguage Model SteeringClinical Decision Support

  4. Machine Learning Classification of Cryopathy Syndromes: A Comprehensive Comparative Study

    Jun 18, 2026Nataliya Shakhovska, Valentyna Chopyak, Ivan Izonin +1Ensemble LearningClinical Decision Support

  5. MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization

    Jun 18, 2026Aueaphum AueawatthanaphisutClinical Decision SupportMultimodal Reasoning

  6. Language Models as Interfaces, Not Oracles: A Hybrid LLM-ML System for Pediatric Appendicitis

    Jun 17, 2026Soheyl Bateni, Maryam AbdolaliMedical DiagnosisClinical Decision Support

  7. Context-Aware Optimization of Follow-Up Intervals for Type 2 Diabetes Care Using Markov Decision Processes

    Jun 17, 2026Parisa Lotfibagha, Kristen Miller, William J. Gallagher +2Markov Decision ProcessesHealthcare

  8. Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation

    Jun 16, 2026Xinyu Qin, Anil K. Sood, Ruiheng Yu +3Clinical Decision SupportConstrained RL

  9. Can Physician Expertise Improve Machine Learning Identification of Delirium?

    Jun 16, 2026Xinyu Qin, Vicky Ye, Ruiheng Yu +1Clinical Decision SupportInterpretable ML

  10. Medical world models: representing medical states, modelling clinical dynamics and guiding intervention policies

    Jun 15, 2026Ke Liu, Mengxuan Li, Yanyi Bao +4World Model LearningClinical Decision Support

  11. Medical Heuristic Learning: An LLM-Driven Framework for Interpretable and Auditable Clinical Decision Rules

    Jun 15, 2026Wei Xu, Ke Yang, Gang Luo +4Clinical Decision SupportInterpretable ML

  12. Semantic Reasoning in Medicine: The Role of Knowledge Graphs Across Five Key Domains

    Jun 13, 2026Haniye Sherafatmandjoo, Mohammad Akbari, Zahed RahmatiKG ConstructionHealthcare

  13. Personal Care Utility: Health as Everyday Infrastructure

    Jun 12, 2026Mahyar Abbasian, Elahe Khatibi, Saba A. Farahani +5Type 1 DiabetesHealthcare

  14. MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention

    Jun 8, 2026Asiful Arefeen, Carol Johnston, Hassan GhasemzadehClinical Decision SupportGenerative Recommendation

  15. AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

    Jun 6, 2026Aueaphum AueawatthanaphisutLLM AuditingClinical Decision Support

  16. A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology

    Jun 6, 2026Zhe Xu, Zhengyu Zhang, Zhiyuan Cai +12Computational PathologyClinical Decision Support

  17. Evidence-Based Intelligent Diagnostic and Therapeutic Visualization System with Large Language Models: Multi-Turn Interaction and Multimodal Treatment Plan Generation

    Jun 5, 2026Yunhan Wang, Yuda Wang, Zhiying Tu +5Medical DiagnosisClinical Decision Support

  18. Clinical Assistant for Remote Engagement Link (CARE-link): A Web-Based Electronic Health Records Software for Managing Diabetes

    Jun 3, 2026Prince Ebenezer Adjei, Joshua Teye Tettey, Toufiq Musah +2Clinical Decision SupportElectronic Health Records

  19. A Pathology Foundation Model for Gastric Cancer with Real-World Validation

    Jun 3, 2026Ling Liang, Jiabo Ma, Zhengyu Zhang +25Computational PathologyMedical Diagnosis

  20. AI Rater Discrimination Depends on Scoring Protocol in Complex Clinical Decision-Making

    Jun 2, 2026Sangwon Baek, Kyu Yeon Hur, Kyunga KimLLM-as-a-JudgeClinical Decision Support

  21. A Unified Benchmark for Dynamic Medical Treatment Reinforcement Learning

    May 31, 2026Yuepeng Wang, Ken Kawano, Yoshihiko Fujisawa +12RL BenchmarksReinforcement Learning

  22. Reliable Multilingual Orthopedic Decision Support from Clinical Narratives: Language-Aware Adaptation and Verification-Guided Deferral

    May 29, 2026Danish Ali, Li Xiaojian, Sundas Iqbal +1Multilingual Language ModelsSelective Prediction

  23. FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning

    May 29, 2026Mingyang Mao, Bhargav Rishi Medisetti, Utkarsh Grover +4HealthcareClinical Decision Support

  24. Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate

    May 28, 2026David Fraile Navarro, Berardino Como, Jialei Sheng +2HealthcareClinical Triage

  25. Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence

    May 28, 2026Yanan Wang, Shuaicong Hu, Jian Liu +3Multi-Agent LLM SystemsHealthcare

  26. SURGENT: A Surgical Multi-Agent Assistance System Across the Perioperative Workflow

    May 28, 2026Dongsheng Shi, Yue Li, Xin Yi +3Multi-Agent LLM SystemsClinical Decision Support

  27. SafeRx-Agent: A Knowledge-Grounded Multi-Agent Framework for Safe and Explainable Medication Recommendation

    May 27, 2026Xinyu Wang, Hanwei Wu, Zhenghan Tai +7Multi-Agent LLM SystemsHealthcare

  28. Parallel Adaptive Multi-Objective Evolutionary Learning of Discretized Bayesian Network Classifiers for Clinical Data

    May 27, 2026Damy M. F. Ha, Thalea Schlender, Yvette M. van der Linden +2Bayesian NetworksMulti-Objective Evolutionary Optimization