Research map: Radiologically Relevant Clinical History Summarization with Large Language Models: A Multireader Performance Study

Back to the article

Papers in this map

  1. Adapted large language models can outperform medical experts in clinical text summarization · Dave Van Veen · 2024 · 765 citations · Cited by this paper
  2. What We Left in the Chart: Rebuilding Clinical Context Using Large Language Models · Enis C. Yılmaz · 2026 · Cites this paper
  3. SpaceXray: Feasibility and Diagnostic Capabilities of On-Orbit Medical Radiography · 2026 · Related
  4. Chatbots and Large Language Models in Radiology: A Practical Primer for Clinical and Research Applications · Rajesh Bhayana · 2024 · 330 citations · Cited by this paper
  5. Entropy for Prediction of MACEs in Myocarditis: A Cardiac MRI–based Biomarker of Myocardial Tissue Heterogeneity · 2026 · Related
  6. Constructing a Large Language Model to Generate Impressions from Findings in Radiology Reports · Lu Zhang · 2024 · 80 citations · Cited by this paper
  7. From Oceans to Orbit: Radiography at the Threshold of a New Human Environment · 2026 · Related
  8. Aci-bench: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation · Wen-wai Yim · 2023 · 61 citations · Cited by this paper
  9. Noncontrast Abbreviated MRI for Post-TACE Treatment Response Monitoring of Hepatocellular Carcinoma Based on Ancillary Features from LI-RADS · 2026 · Related
  10. Evaluation of the Quality of Radiology Requisitions for Intensive Care Unit Patients · Mervyn D. Cohen · 2006 · 55 citations · Cited by this paper
  11. Contrast-enhanced Mammography for Breast Cancer Screening in Women at Increased Risk: Comparison of Prevalence and Incidence Screens · 2026 · Related
  12. A certified de-identification system for all clinical text documents for information extraction at scale · Lakshmi Radhakrishnan · 2023 · 55 citations · Cited by this paper
  13. Comparison of Second-line Hepatic Arterial Infusion Chemotherapy and Tyrosine Kinase Inhibitors in Advanced Hepatocellular Carcinoma · 2026 · Related
  14. Leveraging Large Language Models to Generate Clinical Histories for Oncologic Imaging Requisitions · Rajesh Bhayana · 2025 · 40 citations · Cited by this paper
  15. Plain Radiographs, Smarter Triage: Deep Learning and Clinical Context in Bone Tumor Assessment · 2026 · Related
  16. Integrity of clinical information in computerized order requisitions for diagnostic imaging · Ronilda C. Lacson · 2018 · 36 citations · Cited by this paper
  17. Intravenous MR Lymphangiography: Feasibility in a Swine Model and Proof-of-Concept in Patients · 2026 · Related
  18. Best Practices for Large Language Models in Radiology · Christian Blüthgen · 2025 · 35 citations · Cited by this paper
  19. MRI Characteristics of Ovarian Serous Surface Papillary Borderline Tumor · 2026 · Related
  20. Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports · Felix J. Dorfner · 2024 · 32 citations · Cited by this paper
  21. Testing the Ability and Limitations of ChatGPT to Generate Differential Diagnoses from Transcribed Radiologic Findings · Shawn H. Sun · 2024 · 29 citations · Cited by this paper
  22. The malady of incomplete, inadequate, and inaccurate radiology requisition histories: a computerized treatment. · David M. Schuster · 1996 · 24 citations · Cited by this paper
  23. RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports · Jean-Benoit Delbrouck · 2024 · 22 citations · Cited by this paper
  24. Assessing Completeness of Clinical Histories Accompanying Imaging Orders Using Adapted Open-Source and Closed-Source Large Language Models · David B. Larson · 2025 · 21 citations · Cited by this paper
  25. Combinatorial Solutions to the Social Golfer Problem and the Social Golfer Problem with Adjacent Group Sizes · Alice Miller · 2026 · 2 citations · Cited by this paper

Source: OpenAlex (CC0)