Research map: What We Left in the Chart: Rebuilding Clinical Context Using Large Language Models

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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. SpaceXray: Feasibility and Diagnostic Capabilities of On-Orbit Medical Radiography · 2026 · Related
  3. Chatbots and Large Language Models in Radiology: A Practical Primer for Clinical and Research Applications · Rajesh Bhayana · 2024 · 330 citations · Cited by this paper
  4. Entropy for Prediction of MACEs in Myocarditis: A Cardiac MRI–based Biomarker of Myocardial Tissue Heterogeneity · 2026 · Related
  5. The effect of clinical information on radiology reporting: A systematic review · Chelsea Castillo · 2020 · 129 citations · Cited by this paper
  6. From Oceans to Orbit: Radiography at the Threshold of a New Human Environment · 2026 · Related
  7. Leveraging Large Language Models to Generate Clinical Histories for Oncologic Imaging Requisitions · Rajesh Bhayana · 2025 · 40 citations · Cited by this paper
  8. Noncontrast Abbreviated MRI for Post-TACE Treatment Response Monitoring of Hepatocellular Carcinoma Based on Ancillary Features from LI-RADS · 2026 · Related
  9. Best Practices for Large Language Models in Radiology · Christian Blüthgen · 2025 · 35 citations · Cited by this paper
  10. Contrast-enhanced Mammography for Breast Cancer Screening in Women at Increased Risk: Comparison of Prevalence and Incidence Screens · 2026 · Related
  11. Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports · Felix J. Dorfner · 2024 · 32 citations · Cited by this paper
  12. Comparison of Second-line Hepatic Arterial Infusion Chemotherapy and Tyrosine Kinase Inhibitors in Advanced Hepatocellular Carcinoma · 2026 · Related
  13. 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
  14. Plain Radiographs, Smarter Triage: Deep Learning and Clinical Context in Bone Tumor Assessment · 2026 · Related
  15. The Holy Grail—The Quest for Reliable Radiology Requisition Histories · Peter L. Munk · 2016 · 8 citations · Cited by this paper
  16. Intravenous MR Lymphangiography: Feasibility in a Swine Model and Proof-of-Concept in Patients · 2026 · Related
  17. Optimizing Large Language Models for Automated Protocoling of Abdominal and Pelvic CT Scans: The Power of Context · Bryan W. Buckley · 2026 · 7 citations · Cited by this paper
  18. MRI Characteristics of Ovarian Serous Surface Papillary Borderline Tumor · 2026 · Related
  19. Radiologically Relevant Clinical History Summarization with Large Language Models: A Multireader Performance Study · Adrian Serapio · 2026 · 1 citation · Cited by this paper

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