Radiology Report Generation

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Period ending 2026-09-21

4 new papers

A weekly snapshot of new work published in Radiology Report Generation.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Radiology Report Generation.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in Radiology Report Generation.

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188 papers

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  1. REVA-PO: Stabilizing Reinforcement Learning for Chest X-ray Report Generation

    Jul 11, 2026Li Guo, Anas M. Tahir, Z. Jane WangChest RadiographyMedical Vision-Language Models

  2. From Classification to Localization and Clinical Validation: Large-Scale Development of a Deep Learning System for Thoracic Disease Detection on Chest Radiographs in Thailand

    Jul 10, 2026Isarun Chamveha, Tretap Promwiset, Napat Wanchaitanawong +3Chest X-RayChest Radiography

  3. 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-RayChest Radiography

  4. 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 GenerationMultimodal Clinical Data

  5. Reconfigurable Radiology Labels Without Relabeling

    Jul 6, 2026Jean-Benoit Delbrouck, Dave Van Veen, Akash Pattnaik +4Chest RadiographyChest X-Ray

  6. Taxlifier: Leveraging Disease Taxonomy for Enhanced Multi-Label Classification in Chest Radiography

    Jul 6, 2026Mohammad S. Majdi, Jeffrey J. RodriguezChest X-RayChest Radiography

  7. PulmoSight-XAI: An Explainable Multi-View Attention Ensemble with Gradient Boosting Meta-Learning for Multi-Label Chest X-Ray Classification

    Jul 5, 2026Moshiur Rahman, Shafqat Alam, Tasnia Binte MamunChest X-RayMedical Image Classification

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

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

  9. Who Gets Missed in the Tail? Thresholded Subgroup Underdiagnosis in Long-Tailed Chest X-ray Classification

    Jul 4, 2026Ha-Hieu Pham, Hai-Dang Nguyen, Dang P. M. Cao +5Chest X-RayChest Radiography

  10. Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

    Jul 4, 2026Woojin Jeong, Yujin Choi, Dongbin Kim +2Medical Image ClassificationChest X-Ray

  11. GRCD: Grounded Region Change Detection for Multi-Finding Chest X-Ray Pairs

    Jul 2, 2026OFM Riaz Rahman Aranya, Peyman Najafirad, Kevin DesaiChest X-RayChange Detection

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

    Jul 2, 2026P. Sloan, E. Simpson, M. MirmehdiRadiology Report GenerationChest Radiography

  13. 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

  14. TRCGL-Net: A Long-Tailed Multi-Label Chest X-Ray Classification Framework with Generative Data Augmentation and Label Co-Occurrence Modeling

    Jul 1, 2026Tong Shao, Hongshun Ling, Li Zhang +4Chest X-RayChest Radiography

  15. 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 Radiography

  16. 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

  17. Why Trust Your Agent? Empirical Security Gains from TRiSM-Guided Agentic Workflows in Healthcare

    Jun 27, 2026Liam KearnsAgentic WorkflowsSecurity Analysis

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

    Jun 25, 2026Hashmat Shadab Malik, Anees Ur Rehman Hashmi, Numan Saeed +3Radiology Report GenerationClinical Reasoning

  19. Falcon: Functional Assembly and Language for Compositional Reasoning in X-ray

    Jun 24, 2026Yonathan Michael, Mohamad Alansari, Natnael Takele +2Threat ModelsLarge Vision Language Models

  20. 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

  21. Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher

    Jun 24, 2026Xiao Han, Hao Liu, Zhimin Bao +5Chain-of-Thought ReasoningChest X-Ray

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

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

  23. 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

  24. GTA-Net: Cooperative Game Theory for Vision-Language Alignment in Chest X-Ray Report Generation

    Jun 20, 2026Saif ur Rehman Khan, Imad Ahmed Waqar, Sebastian Vollmer +2Vision-Language AlignmentChest Radiography

  25. 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

  26. NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images

    Jun 19, 2026Adnan Mustafic, Halim Benhabiles, Adnane Cabani +19Lung-Nodule DetectorChest X-Ray

  27. CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays

    Jun 19, 2026Geon Choi, Hangyul Yoon, Nalee Kim +5Chest X-RayMedical Vision-Language Models

  28. Translating Inference-Time Control to Radiology Vision-Language Models: Activation Steering for Pneumonia Classification on Chest X-rays

    Jun 18, 2026Eduardo Moreno Judice de Mattos Farina, Mateus A. Esmeraldo, Felipe Akio Matsuoka +2Medical Vision-Language ModelsMedical Image Classification

  29. Prompt, Plan, Extract: Zero-Shot Agentic LLMs Workflows for Lung Pathology Extraction from Clinical Narratives

    Jun 18, 2026Aman Pathak, Cheng Peng, Mengxian Lyu +8Medical Report GenerationClinical Notes

  30. Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers

    Jun 17, 2026Fabio De Sousa Ribeiro, Emma A. M. Stanley, Charles Jones +7Chest RadiographyMedical Image Generation

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

    Jun 17, 2026Qingyu Lu, Ruochen Li, Liang Ding +3Radiology Report GenerationLarge Language Model Evaluation

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

    Jun 16, 2026Samar AnsariRadiology Report GenerationClinical Notes

  33. Vision-language models for chest radiography do not always need the image

    Jun 16, 2026Mahshad Lotfinia, Sebastian Ziegelmayer, Lisa Adams +3Chest RadiographyMedical Vision-Language Models

  34. Transformation-driven generation of comparable projection images from multimodal anatomical scenes

    Jun 15, 2026Dariusz Pojda, Krzysztof Domino, Michał Tarnawski +1AnatomyFringe Projection Profilometry

  35. Learning Directional Semantic Transitions for Longitudinal Chest X-ray Analysis

    Jun 14, 2026Zhangfeng Hu, Zefan Yang, Ge Wang +4Chest X-RayMedical Vision-Language Models

  36. ReportQA: QA-Based Radiology Report Evaluation

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

  37. sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling

    Jun 11, 2026Katharina Sommer, Tristan Till, Florian MatthesMedical Report GenerationLarge Language Model Pipelines

  38. Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation

    Jun 10, 2026Raajitha Muthyala, Zhenan Yin, Alekhya Jilla +6Chest RadiographyFrozen Vision-Language Models

  39. 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

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

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

  41. CheXanatomy: Anatomy-Aware Vision-Language Modeling for Chest Radiographs

    Jun 7, 2026Sergios Gatidis, Curtis Langlotz, Christian BluethgenMedical Vision-Language ModelsChest Radiography

  42. 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

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

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

  44. Visuotactile and Explicitly Force-Controlled Robotic Ultrasound for Abdominal Volumetric Reconstruction

    Jun 4, 2026Adrian Piedra, R Brooke Jeffrey, Oussama KhatibUltrasoundRobot-Assisted Minimally Invasive Surgery

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

    Jun 3, 2026Zhenhong Yang, Zhuoyun Liu, Jintao Fei +4Radiology Report GenerationReport

  46. Does Language Shift Break Medical Vision-Language Models? Indonesian Radiology Visual Question Answering Case Study

    Jun 2, 2026Pieter Christy Yan Yudhistira, Dzaki Rafif Malik, Novanto YudistiraMedical Vision-Language ModelsMedical Visual Question Answering

  47. A unified multi-task framework enables interpretable chest radiograph analysis

    Jun 2, 2026Lijian Xu, Ziyu Ni, Xinglong Liu +3Radiology Report GenerationChest Radiography

  48. Automated Report-Derived Oncology VQA Benchmark for Evaluating Vision-Language Models on 3D Medical Imaging

    Jun 1, 2026Bo Liu, Hanxue Gu, Xiangru Li +6Radiology Report GenerationDiagnostic Benchmark

  49. Cross-modal linkage risk in clinical vision-language models

    Jun 1, 2026Soroosh Tayebi Arasteh, Mahshad Lotfinia, Sven Nebelung +1Medical Vision-Language ModelsChest Radiography

  50. RL-ACRGNet: Reinforcement Learning-Based Chest Radiology Report Generation Network

    Jun 1, 2026Yogesh Kumar Meena, Saurabh Agarwal, K. V. AryaRadiology Report GenerationMedical Vision-Language Models

  51. PaCX-MAE: Physiology-Augmented Chest X-Ray Masked Autoencoder

    Jun 1, 2026Yancheng Liu, Kenichi Maeda, Manan PancholyChest X-RayChest Radiography

  52. CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation

    May 31, 2026Ruihui Hou, Ziyue Huai, Chennuo Zhang +5Clinical ReasoningMedical Report Generation

  53. Sparse-View Lung Nodule Volumetry from Digitally Reconstructed Radiographs via AReT: Anatomy-Regularized TensoRF

    May 31, 2026Spoorthi M, Suja PalaniswamyLung-Nodule DetectorTransmissive X-Ray Imaging

  54. SDR: Set-Distance Rewards for Radiology Report Generation

    May 30, 2026Halil Ibrahim Gulluk, Max Van Puyvelde, Wim Van Criekinge +1Chest RadiographyReport

  55. Astra: a generalizable report generation foundation model for 3D computed tomography

    May 29, 2026Zhuhao Wang, Fang Chen, Chaohui Yu +19Radiology Report GenerationReport

  56. Cross-Modal Clinical Knowledge Integration for Mammography Report Generation

    May 29, 2026Jiayi Zhu, Fuxiang Huang, Yu Xie +7Radiology Report GenerationMammography

  57. Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation

    May 29, 2026Tom Maye-Lasserre, Yitong Li, Bailiang Jian +3Radiology Report GenerationMedical Vision-Language Models

  58. A Context-Aware Middleware for Medical Image Based Reports: An approach based on image feature extraction and association rules

    May 29, 2026Erick O. Rodrigues, Jose Viterbo, Aura Conci +1Context-Aware ExtensionReal-World Clinical Workflows

  59. CCS: Clinical Consensus Selection for Radiology Report Generation

    May 28, 2026Xi Zhang, Yingshu Li, Zaiqiao Meng +2Radiology Report GenerationReport

  60. Not All Tokens Matter Equally: Dynamic In-context Vector Distillation with Decisive-Token Supervision for Long-form Medical Report Generation

    May 26, 2026Ning Wu, Rui Liu, Xinkun Lin +5Medical Report GenerationToken-Level Supervision