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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187 papers

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  1. 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 Radiography

  2. 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

  3. Concept-Grounded Reasoning with Prompt-Driven Localization for Interpretable Structured Report Generation

    Sep 14, 2026Xinyue Xu, Hongbin Lin, Juangui Xu +6Multimodal Clinical DataMedical Report Generation

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

    Sep 14, 2026Janine Weber-Hamacher, Astha Jaiswal, Philipp Fervers +8Multimodal Deep LearningParallel

  5. Exponential Pixelating Integral transform with dual fractal features for enhanced chest X-ray abnormality detection

    Sep 11, 2026Naveenraj Kamalakannan, Sri Ram Macharla, M Kanimozhi +1Chest X-RayChest Radiography

  6. Multi-Pass, Multi-View Blended Learning for High-Fidelity Volumetric CT Synthesis from Chest X-Rays

    Sep 9, 2026Ozer Can Devecioglu, Serkan Kiranyaz, Rashid Mazhar +3TomographyChest Radiography

  7. RFS-UNet: Decoder-Conditioned High-Resolution Skip Recalibration for Bone-Selective DRR Synthesis

    Sep 7, 2026Xiaoyang Li, Yixuan Liu, Yuan ChaiRecalibrationChest Radiography

  8. SIFTING: A Novel LLM-Based Framework for Structured and Transparent Information Extraction from Clinical Free-Text Reports, with Application to Tumor Staging in Lung Cancer

    Sep 7, 2026Mirco Hess, Gerben van Veenendaal, Joris Wakkie +5Medical Report GenerationNon-Small Cell Lung Cancer

  9. AlphaRAD: Grounded Zero-Shot Classification in Chest Radiology via αα-Corrected Binary Cross Entropy and Factorized Latent Supervision

    Sep 1, 2026Jianzhong You, Yuan Gao, Chris McIntoshChest RadiographyMedical Vision-Language Models

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

    Sep 1, 2026Charles Corbière, Léo Machado, Aubin Charley +3Radiology Report GenerationDiagnostic Benchmark

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

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

  12. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

    Sep 1, 2026Krish Patel, Peirong LiuBrain Magnetic Resonance ImagingRadiology Report Generation

  13. CheXGround: Anatomical Region Tokens for Grounded Longitudinal Chest X-ray Interpretation

    Aug 31, 2026Adonay Demewez Gebremedhin, Wessam Shehieb, Sara Alansari +4Chest X-RayChest Radiography

  14. Beyond Accuracy: Quantifying Pulmonary Attribution in Anatomy-Guided Chest X-Ray Classification Under Domain Shift

    Aug 31, 2026Abdullah Al Mamun, Md. Nasif Osman Khansur, Md Ashraful Hossen Akash +2Chest X-RayAuc-Roc

  15. 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

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

    Aug 12, 2026Haifan Gong, Shiyu Chen, Bodong Wang +11UltrasoundRadiology Report Generation

  17. Look What the Probes Dragged In! Real-World Chest X-ray Shortcuts in MedCLIP

    Aug 12, 2026Nikolette Pedersen, Regitze Sydendal, Veronika Cheplygina +1Chest X-RayChest Radiography

  18. Uncertainty-Aware Compositional Localization and Placement Assessment of Catheters and Tubes in Chest X-Rays

    Aug 11, 2026Harshil LodhiyaChest X-RayCatheter Tip Tracking

  19. RadFusion: Towards Threshold-Controllable Radiology Report Generation

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

  20. When Repository Labels Are Not Image-Level Truth: A Supervision Auditing Framework for Chest Radiograph AI

    Aug 10, 2026Yesika Alexandra Agudelo-Londoño, Jhon Wilmer Pino-Román, Brahian Carrera Rodríguez +9Chest X-RayMedical Imaging Datasets

  21. C2^2A: Coupling Spatial Evidence with Clinical Priors via Co-occurrence Aware Class Attention for Multi-Label Chest X-Ray Classification

    Aug 10, 2026Akash Gogineni, Nagur Shareef Shaik, Aasrith Mandava +2Chest X-RayMedical Image Classification

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

    Aug 9, 2026Jonathan Suprijadi, Raphael Stock, Moritz Langenberg +10Radiology Report GenerationMedical Vision-Language Models

  23. Linguistically-Aligned and Visually-Grounded Preference Optimization for Clinically-Augmented Medical Report Generation

    Aug 9, 2026Qiang Hu, Yuxuan Luo, Yingjie Guo +4Medical Report GenerationMultimodal Clinical Data

  24. JustLLMGRPO: Radiographic Control for Chest X-Ray Generation

    Aug 8, 2026Pengxiang Cai, Xiaohan Li, Anglin Liu +3Chest RadiographyChest X-Ray

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

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

  26. Patient Pose Assessment Using a CT-Based Framework for Synthetic Data Generation

    Aug 6, 2026Manuel Laufer, Dominik Mairhöfer, Malte Sieren +7Medical Image GenerationSynthetic Dataset

  27. ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation

    Aug 6, 2026Akanta Das, Tasinul Islam Ahon, Ahmed Mahir Sultan Rumi +3Electrocardiogram ClassificationMedical Report Generation

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

    Aug 6, 2026Dongchen Li, Jitao Liang, Wei LiRadiology Report GenerationTomography

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

    Aug 5, 2026Yuta Kobayashi, Pradyun Ramesh, Muhammad Ahmed Chaudhry +5Chest RadiographyRadiology Report Generation

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

    Aug 4, 2026Yang Yu, Yiming Ji, Bin Dai +4Radiology Report GenerationChest Radiography

  31. Clinically-Grounded Hierarchical Classification for Consistent Chest X-ray Interpretation

    Aug 4, 2026Jong Hak Moon, Minjun Kim, Minjun KimChest X-RayAnatomy

  32. 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

  33. HarMoE: Multi-Source Chest Radiograph Pretraining with Dataset-Disentangled Experts

    Aug 3, 2026Haozhe Luo, Ziyu Zhou, Shelley Zixin Shu +1Chest RadiographyMedical Vision-Language Models

  34. Generative AI and Foundation Models in Medical Image

    Aug 3, 2026Masahiro OdaGenerative Artificial IntelligenceMedical Image Generation

  35. Auditing Medical Vision-Language Models on Chest Radiographs: Estimating Reference Agreement Across Institutions

    Aug 1, 2026Pengyang Yu, Yiou Wang, Zhongping Dong +3Chest RadiographyMedical Vision-Language Models

  36. Learning to See Locally and Align Clinically with Pathology Semantics for Radiology Report Generation

    Jul 31, 2026Xuan Cuong NgoRadiology Report GenerationMedical Vision-Language Models

  37. 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

  38. CXR-Retrieve: Compositional Text-to-Image Retrieval in Chest Radiography

    Jul 30, 2026Tomer Erez, Moshe Kimhi, Chaim Baskin +1Chest RadiographyChest X-Ray

  39. Toward Multi-Modal Deep Learning for Pulmonary Disease Classification: A Texture-Based Machine Learning Pilot Study on Public Chest X-Ray Data

    Jul 29, 2026Yogisri Pujitha ChinthotiChest RadiographyChest X-Ray

  40. Classification of Disease from Lungs X-ray Images using VGG16, VGG19 and ResNet50 Models

    Jul 29, 2026Nand Lal Yadav, Rajesh Kumar, Satyendra Singh +1Chest X-RayResnet-18

  41. Rethinking Clinical Relevance in Chest X-ray Machine Learning: How Evaluation References Define Performance

    Jul 28, 2026Panagiotis Fytas, Ian Selby, Clemens Karner +14Chest X-RayClinical

  42. Infrared Imaging Empowered by Artificial Intelligence for Pediatric Skeletal Triage: A Narrative Review and Future Perspectives

    Jul 27, 2026Sajad Amiri, Pardis Afshar, Elham AnjomshoaTransmissive X-Ray ImagingInfrared

  43. Patient-Agnostic Synthetic Pretraining for Efficient Patient-Specific Intraoperative 2D/3D Registration

    Jul 25, 2026Minheng Chen, Youyong KongImage RegistrationTomography

  44. BoneAgeTW2: Automated Skeletal Maturation Assessment via the Tanner-Whitehouse 2 Method, Deep Learning, and Clinical Report Generation with Distribution Curves

    Jul 25, 2026Juan Manuel Castillo PintoMedical Report GenerationDeep Learning

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

    Jul 24, 2026Frank Li, Bardia Khosravi, Mohammadreza Chavoshi +5Radiology Report GenerationDeep Learning

  46. Self-supervision drives representational convergence in medical foundation models more than clinical supervision

    Jul 22, 2026Soroosh Tayebi Arasteh, Sebastian Ziegelmayer, Mahshad Lotfinia +4Self-SupervisedElectronic Health Record Foundation Models

  47. Bayesian uncertainty estimation improves clinical decision making in medical AI agents

    Jul 22, 2026Frederik Hauke, Patrick Wienholt, Christiane Kuhl +4Epistemic UncertaintyClinical Decision Support

  48. Pathologist Attention-Aligned Report Generation for Prostate Histopathology

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

  49. DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization

    Jul 21, 2026Thanni Adewuyi, Angelica Obayi, Andem Aniekan +10Medical Vision-Language ModelsChest Radiography

  50. Deep Learning Estimation of Sex, Age, Height, and Weight from CT-derived Digitally Reconstructed Radiographs

    Jul 21, 2026Tomohiro Kikuchi, Kohei Yamamoto, Yukihiro Nomura +6Computed Tomography DatasetChest Radiography

  51. PathReportEval: A Systematic Benchmark for Pathology Report Generation

    Jul 20, 2026Suryakant Singh, Sejuti Majumder, Beatrice Knudsen +2Medical Report GenerationReport

  52. Pediatric Bone Age Prediction Using Deep Learning

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

  53. Position: Explanation Stability Is a Property of the Model Method Pair, Not the Model

    Jul 18, 2026Kabilan Elangovan, Daniel TingExplainabilityVisual Attribution

  54. EpiNarrate: Agentic Generation of Grounded Narratives from Epidemiological Scenario Projections

    Jul 17, 2026Rituparna Datta, Srini Venkatramanan, Bryan L. Lewis +6Epidemic ForecastingMedical Report Generation

  55. 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 GenerationTomography

  56. 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

  57. 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 IqbalChest RadiographyAuc-Roc

  58. 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

  59. Projection-Domain Sensitivity Analysis of Vertebral DRRs Under Intrinsic Calibration Perturbation

    Jul 12, 2026Lin Li, Chaochao Zhou, Benjamin Aubert +2Fringe Projection ProfilometryImage Registration

  60. 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