Radiology Report Evaluation

Ask about this topic

Momentum

3 papers in the last four weeks, level with the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 17

All topics
CardsList

  1. Unmentioned Checklist Findings Change How Reinforcement Learning Appears to Improve Chest Radiograph Report Checking

    Oct 4, 2026Ali Vosoughi, Akhil Kasturi, Chenliang Xu +1Radiology VLMsRadiology Report Evaluation

    Department of Computer Science, University of Rochester, Rochester, NY 14627, USA. · Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY 14627, USA. · Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY 14642, USA. +1

  2. Can Jev Judge Radiology Reports? Evaluating a System One Model for Clinical Factuality

    Sep 23, 2026Jiaju Huang, Hao Yang, Xinyu Ma +6Radiology Report GenerationLLM-as-a-Judge

    Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University · Department of Radiology, Netherlands Cancer Institute, Amsterdam, the Netherlands · Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands

  3. Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation

    Sep 16, 2026Daniel P. Jeong, Charles Q. Li, Hossein Hosseiny +5Radiology Report GenerationGenerative AI Evaluation

    Machine Learning Department, Carnegie Mellon University · Department of Radiology and Imaging Sciences, Allegheny Health Network · Data Science R&D, Highmark Health Enterprise Data & Analytics +1

  4. RadMatch: Auditable Radiology Report Evaluation via Finding-Level Matching

    Sep 1, 2026Charles Corbière, Léo Machado, Aubin Charley +3LLM-as-a-JudgeMedical Image Benchmarks

    Raidium, Paris, France · Department of Radiology, Fondation Ophtalmologique Adolphe de Rothschild, Paris, France · Service de Radiologie Interventionnelle, Département d’Anesthésie, Chirurgie et Imagerie Interventionnelle (DACI), Gustave Roussy, Villejuif, France

  5. A multicenter benchmark and clinically structured metric for coronary CTA report generation

    Sep 1, 2026Zhiyu Ye, Yue Sun, Limiao Zou +7VLM EvaluationRadiology Report Generation

    State Key Laboratory of Biomedical Imaging Science and System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · University of Chinese Academy of Sciences, Beijing, China +1

  6. Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models

    Aug 30, 2026Hermione Warr, Harry Anthony, Lilli J Freischem +3LLM EvaluationPET/CT Imaging

    Department of Engineering Science, University of Oxford, UK · Department of Physics, University of Oxford, UK · Department of Oncology, University of Oxford, UK +1

  7. Beyond Fluency: A Clinical Benchmark and Anomaly-Enhanced Baseline for Spine MRI Report Generation

    Aug 7, 2026Bruno Palau, Franziska Vogt, Daria Laslo +4VLM EvaluationRadiology Report Generation

    ETH Zurich, Switzerland · 2Swiss Institute of Bioinformatics (SIB), Switzerland

  8. Prospective clinical indication, post-hoc report leakage, and fusion design in multi-image chest radiograph classification: a patient-clustered evaluation

    Jul 15, 2026Kamran Shahid, Muhammad Munwar IqbalData LeakageChest X-Ray Classification

    Department of Computer Science, University of Engineering and Technology, Taxila, Pakistan

  9. Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context

    Jul 7, 2026Suneeta Mall, Vladimir Nekrasov, Ashnil Kumar +5Radiology Report GenerationRadiology VLMs

  10. SHOVIR: A Benchmark for Evaluating Vision Shortcut Learning in Radiology Report Generation

    Jun 29, 2026Filippo Ruffini, Marco Salmé, Rosa Sicilia +2VLM EvaluationRadiology Report Generation

    Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Universit`a Campus Bio-Medico di Roma, Rome, Italy · Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Ume˚a University, Ume˚a, Sweden · UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy

  11. Beyond Scalar Scores: Exploring LLM-based Metrics for Clinical Significance Evaluation in Radiology Reports

    Jun 17, 2026Qingyu Lu, Ruochen Li, Liang Ding +3Clinical Language Model EvaluationLanguage Model Robustness

    Nanyang Technological University · Technical University of Munich · Alibaba +2

  12. ReportQA: QA-Based Radiology Report Evaluation

    Jun 13, 2026Yiming Shi, Shaoshuai Yang, Xi Chen +10Radiology Report GenerationMedical VLMs

    Department of Electronic Engineering, Tsinghua University · Beijing Electronic Digital & Intelligence · College of AI, Tsinghua University +1

  13. RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

    Jun 7, 2026Weixin Liu, Juming Xiong, Yang Li +5Radiology Report GenerationAutomated Evaluation

    Vanderbilt University, Nashville, TN, USA · Vanderbilt University Medical Center, Nashville, TN, USA · Virginia Tech, Blacksburg, VA, USA

  14. RadSEM: A Finding-by-Finding Metric for Clinical Consistency in Radiology Reports

    Jun 3, 2026Zhenhong Yang, Zhuoyun Liu, Jintao Fei +4Factual Consistency EvaluationAutomated Evaluation

    JDH Algo, JD Health International Inc., China · Department of Big Data in Health Science, The First Affiliated Hospital of Wenzhou Medical University, China · Zhejiang Engineering Research Center for Hospital Emergency and Process Digitization, Wenzhou, China +1

  15. CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation

    Apr 27, 2026Ruifeng Yuan, Wanxing Chang, Weiwei Cao +4Radiology Report GenerationMedical Report Generation

    DAMO Academy, Alibaba Group, China · Hupan Lab, 310023, China · Fudan University, China +2

  16. CXRMate-2: Structured Multimodal Temporal Embeddings and Tractable Reinforcement Learning for Clinically Acceptable Chest X-ray Radiology Report Generation

    Apr 21, 2026Aaron Nicolson, Elizabeth J. Cooper, Hwan-Jin Yoon +7Radiology Report GenerationRadiology VLMs

    Australian e-Health Research Centre, CSIRO Health and Biosecurity, Brisbane & Melbourne, Australia · Princess Alexandra Hospital, Metro South Health, Brisbane, Australia · Queensland Digital Health Centre, University of Queensland, Brisbane, Australia +2

  17. Standardizing Longitudinal Radiology Report Evaluation via Large Language Model Annotation

    Jan 23, 2026Xinyi Wang, Grazziela Figueredo, Ruizhe Li +1Medical Report GenerationLLM-Assisted Annotation

    School of Computer Science, The University of Nottingham, Nottingham, NG7 2RD, United Kingdom. · School of Medicine, The University of Nottingham, Nottingham, NG7 2RD, United Kingdom.