Radiology Report Generation

Momentum

14 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 107

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

    Oct 4, 2026Ali Vosoughi, Akhil Kasturi, Chenliang Xu +1Radiology Report GenerationMedical Vision-Language Models

  2. templar: agentic induction and evolution of standardized radiology reporting templates from large-scale clinical corpora

    Oct 4, 2026Xiaotian Hu, Mingxuan Liu, Zhonghan Wang +9Radiology Report Generation

  3. The RSNA Intracranial Aneurysm (RSNA-ICA) Dataset

    Oct 1, 2026Maria Correia de Verdier, Rachit Saluja, Jason Sho +37Magnetic Resonance Imaging DatasetStroke

  4. Comparison of techniques for fine-tuning open-weight models for entity extraction from radiology reports

    Sep 30, 2026Aawez Mansuri, Kush Mehta, Mohammadreza Chavoshi +10Radiology Report GenerationModel Fine-Tuning

  5. GateSPINE: Gated Cross-View Fusion for Lumbar Spine MRI Report Generation

    Sep 30, 2026Hoang Nguyen Van, Cuong Vuong Tuan, Trang Mai Xuan +3Magnetic Resonance Imaging DatasetMagnetic Resonance Imaging

  6. SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis

    Sep 28, 2026Hangyul Yoon, Hyungyung Lee, Edward Choi +1Chest X-RayRecent Vision-Language Models

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

    Sep 23, 2026Jiaju Huang, Hao Yang, Xinyu Ma +6Radiology Report GenerationClinician Trust

  8. NV-Reason-CT: 3D Visual Language Model for CT Analysis

    Sep 23, 2026Andriy Myronenko, Dong Yang, Yucheng Tang +13Medical Vision-Language ModelsRadiology Report Generation

  9. 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 GenerationChest X-Ray

  10. ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs

    Sep 14, 2026Sebastián Andrés Cajas Ordóñez, Maximin Lange, Quang Bui +9Medical Vision-Language ModelsRadiology Report Generation

  11. A Unified Vision-Language Model for PSMA PET/CT Report Generation, Visual Question Answering, and Lesion Segmentation

    Sep 14, 2026Yang Xing, Jiong Wu, Savas Ozdemir +11Lesion SegmentationMedical Vision-Language Models

  12. Parallel Training Using a CNN-DNN Architecture for Accelerated Development of Diagnostic Models

    Sep 14, 2026Janine Weber-Hamacher, Astha Jaiswal, Philipp Fervers +8DiagnosisRadiology Report Generation

  13. A radiographic world model for clinical reasoning and evidence generation

    Sep 7, 2026Suyang Xi, Songtao Hu, Shansong Wang +8Radiology Report GenerationDream

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

    Sep 1, 2026Charles Corbière, Léo Machado, Aubin Charley +3Radiology Report GenerationInter-Annotator Agreement

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

    Sep 1, 2026Zhiyu Ye, Yue Sun, Limiao Zou +7Radiology Report GenerationCoronary Angiography

  16. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

    Sep 1, 2026Krish Patel, Peirong LiuFunctional Magnetic Resonance ImagingMultimodal Neuroimaging

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

    Aug 30, 2026Hermione Warr, Harry Anthony, Lilli J Freischem +3Radiology Report GenerationPositron Emission Tomography

  18. Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting

    Aug 12, 2026Haifan Gong, Shiyu Chen, Bodong Wang +11Radiology Report GenerationDiagnosis

  19. RadFusion: Towards Threshold-Controllable Radiology Report Generation

    Aug 11, 2026Ying Jin, Noel C. F. Codella, John Corring +3Radiology Report GenerationReport

  20. Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation

    Aug 9, 2026Jonathan Suprijadi, Raphael Stock, Moritz Langenberg +10Radiology Report GenerationCone-Beam Computed Tomography

  21. EliSeg: Verified Target Construction for Report-Grounded Abnormality Segmentation

    Aug 7, 2026Chengyi Peng, Haoyu Yang, Meixing Shi +2Radiology Report Generation

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

    Aug 7, 2026Bruno Palau, Franziska Vogt, Daria Laslo +4Medical Vision-Language ModelsRadiology Report Generation

  23. ALTER: Modeling Longitudinal Changes via Regional Differencing for 3D CT Report Generation

    Aug 6, 2026Dongchen Li, Jitao Liang, Wei LiRadiology Report GenerationCone-Beam Computed Tomography

  24. Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation

    Aug 5, 2026Yuta Kobayashi, Pradyun Ramesh, Muhammad Ahmed Chaudhry +5Radiology Report GenerationMedical Vision-Language Models

  25. PDD-RRG: Posterior Diagnostic Decision for Study-level Radiology Report Generation

    Aug 4, 2026Yang Yu, Yiming Ji, Bin Dai +4Radiology Report GenerationChest X-Ray

  26. A Unified 2D Framework for DeepLesion Detection, Segmentation and Short Report Generation

    Aug 3, 2026Ruida Cheng, Tejas S. Mathai, Benjamin Hou +4Lesion SegmentationRadiology Report Generation

  27. RadPRISM: Schema-stratified radiology-report supervision for concept-disentangled image representations and visual grounding

    Jul 31, 2026Fabian Drexel, Marlene Fritzsche, Era Stambollxhiu +15Radiology Report GenerationMedical Vision-Language Models

  28. A report-grounded vision-language foundation model for colonoscopy from 280000 routine reports

    Jul 30, 2026Jia Yu, Yan Zhu, Yili He +12ColonoscopyMedical Vision-Language Models

  29. RadHarmony: Radiological Data Handling in the Era of Agentic AI

    Jul 24, 2026Frank Li, Bardia Khosravi, Mohammadreza Chavoshi +5Medical Imaging DatasetsRadiology Report Generation

  30. Pathologist Attention-Aligned Report Generation for Prostate Histopathology

    Jul 21, 2026Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty +12Radiology Report GenerationWhole-Slide Images

  31. Pediatric Bone Age Prediction Using Deep Learning

    Jul 18, 2026Al Zadid Sultan Bin Habib, Md. Ekramul Islam, Md Asif Bin Syed +2Efficientnet EncoderDeep Learning

  32. Multi-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology

    Jul 16, 2026Sinyoung Ra, Jonghun Kim, Hyunjin ParkMedical Vision-Language ModelsRadiology Report Generation

  33. MonteRET: AI Agent Enhancing Multimodal LLMs with Multi-granularity Knowledge Retrieval for Chest CT Report Generation

    Jul 15, 2026Yi Lin, Yihao Ding, Elana Benishay +8Radiology Report GenerationCone-Beam Computed Tomography

  34. Privacy Leakage in Federated Learning in Radiology Reports: A Comparative Evaluation of Tokenizer-Driven Privacy Risks

    Jul 15, 2026Santhosh Parampottupadam, Andres Martinez, Dimitrios Bounias +3Data LeakageFederated Learning

  35. Learning Anatomy-Grounded CT Vision-Language Representations with Organ-Hierarchical Report Knowledge

    Jul 12, 2026Guoliang You, Hongming Li, Yuanwang Zhang +1Radiology Report GenerationMedical Vision-Language Models

  36. Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

    Jul 8, 2026Yingshu Li, Yunyi Liu, Zhenghao Chen +5Chest X-RayRadiology Report Generation

  37. Reconfigurable Radiology Labels Without Relabeling

    Jul 6, 2026Jean-Benoit Delbrouck, Dave Van Veen, Akash Pattnaik +4Chest X-RayRadiology Report Generation

  38. CogRad: A Cognitively-Inspired Multi-Agent Framework for Radiology Report Generation

    Jul 4, 2026Saif Ur Rehman Khan, Hasaan Maqsood, Sebastian Vollmer +2Radiology Report GenerationReport

  39. Spatio-Temporal and Clinical Conditioning for Fine-Grained Radiology Report Retrieval

    Jul 2, 2026P. Sloan, E. Simpson, M. MirmehdiRadiology Report GenerationChest X-Ray

  40. Discrete Diffusion Language Models for Interactive Radiology Report Drafting

    Jul 1, 2026Max Van Puyvelde, Halil Ibrahim Gulluk, Wim Van Criekinge +1Radiology Report GenerationDiffusion Language Models

  41. Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

    Jun 30, 2026Yucheng Chen, Jinjing Zhu, Yang Yu +7Radiology Report GenerationChest X-Ray

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

    Jun 29, 2026Filippo Ruffini, Marco Salmé, Rosa Sicilia +2Radiology Report GenerationMedical Vision-Language Models

  43. CORTEX: A Structured Reasoning Benchmark for Trustworthy 3D Chest CT MLLMs

    Jun 25, 2026Hashmat Shadab Malik, Anees Ur Rehman Hashmi, Numan Saeed +3Clinical Reasoning TrainingRadiology Report Generation

  44. Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography

    Jun 24, 2026Bowen Shi, Weiwei Cao, Ruifeng Yuan +5Medical Vision-Language ModelsRadiology Report Generation

  45. MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI

    Jun 24, 2026Xinran Li, Junlin Yang, Annabella Shewarega +4Radiology Report GenerationReport

  46. Transition-Aware best-of-N sampling for Longitudinal Chest X-ray Reports

    Jun 23, 2026Halil Ibrahim Gulluk, Max Van Puyvelde, Wim Van Criekinge +1Chest X-RayRadiology Report Generation

  47. Large Language Model-Assisted Cleaning of Report-Derived Labels in a Large-Scale Chest CT Dataset

    Jun 21, 2026Yosuke Yamagishi, Atsushi Takamatsu, Mototsugu Sato +4Radiology Report GenerationMedical Imaging Datasets

  48. Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

    Jun 19, 2026Ling Chen, Ruinan Jin, Jun Luo +6Radiology Report GenerationReport

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

    Jun 17, 2026Qingyu Lu, Ruochen Li, Liang Ding +3Radiology Report GenerationClinical

  50. The Slop Paradox: How Synthetic Standardization Erodes Clinical Uncertainty and Cross-Modal Alignment in AI-Rewritten Radiology Reports

    Jun 16, 2026Samar AnsariRadiology Report GenerationSummarization

  51. ReportQA: QA-Based Radiology Report Evaluation

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

  52. XMedFusion: A Knowledge-Guided Multimodal Perception and Reasoning Framework for Autonomous Medical Systems

    Jun 8, 2026Hamza Riaz, Arham Haroon, Maha Baig +3Radiology Report GenerationMultimodal Clinical Data

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

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

  54. Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

    Jun 5, 2026Kaouther Mouheb, Amos Pomp, Antoine Manenti +9Radiology Report GenerationMedical Vision-Language Models

  55. A Vision-language Framework for Comparative Reasoning in Radiology

    Jun 4, 2026Tengfei Zhang, Ziheng Zhao, Xiaoman Zhang +5Radiology Report GenerationMedical Images