Analysis of Radiology Report Recommendation Characteristics and Rate of Recommended Action Performance
Sign Up to like & getrecommendations! Published in 2022 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2022.22549
Abstract: Key Points Question What types of recommendations are contained in radiology reports, and how often are recommended follow-up actions carried out in the primary care setting? Findings In this quality improvement study including 598 radiology… read more here.
Keywords: radiology; analysis radiology; radiology report; report ... See more keywords
Large language models for structured reporting in radiology: past, present, and future
Sign Up to like & getrecommendations! Published in 2024 at "European Radiology"
DOI: 10.1007/s00330-024-11107-6
Abstract: Structured reporting (SR) has long been a goal in radiology to standardize and improve the quality of radiology reports. Despite evidence that SR reduces errors, enhances comprehensiveness, and increases adherence to guidelines, its widespread adoption… read more here.
Keywords: large language; radiology report; structured reporting; language ... See more keywords
Towards a holistic framework for multimodal LLM in 3D brain CT radiology report generation
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-025-57426-0
Abstract: Multi-modal large language models (MLLMs) have transformed the landscape of modern healthcare, with automated radiology report generation (RRG) emerging as a cutting-edge application. While 2D MLLM-based RRG has been well established, its utility for 3D… read more here.
Keywords: radiology report; language; radiology; report generation ... See more keywords
Disease probability-enhanced follow-up chest X-ray radiology report summary generation
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-12684-2
Abstract: A chest X-ray radiology report describes abnormal findings not only from X-ray obtained at a given examination, but also findings on disease progression or change in device placement with reference to the X-ray from previous… read more here.
Keywords: report; generation; radiology report; radiology ... See more keywords
Immediate Radiology Report Access: A Burden to the Ordering Provider.
Sign Up to like & getrecommendations! Published in 2022 at "Current problems in diagnostic radiology"
DOI: 10.1067/j.cpradiol.2022.01.012
Abstract: PURPOSE Many practices have eliminated their delayed-release of radiology report programs in response to anticipated penalties under the information-blocking provision of the 21st Century Cures Act. Our purpose is to share the results and suggestions… read more here.
Keywords: radiology; report embargo; radiology report; report ... See more keywords
Automatic Radiology Report Generation Based on State-Space Model.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2025.3579888
Abstract: The objective of radiology report generation is to alleviate the burden on physicians in drafting reports, thereby improving generation efficiency and reducing patient waiting times. In recent years, there has been a growing emphasis on… read more here.
Keywords: generation; radiology report; mamba; radiology ... See more keywords
An Organ-Aware Diagnosis Framework for Radiology Report Generation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2024.3421599
Abstract: Radiology report generation (RRG) is crucial to save the valuable time of radiologists in drafting the report, therefore increasing their work efficiency. Compared to typical methods that directly transfer image captioning technologies to RRG, our… read more here.
Keywords: radiology report; organ aware; radiology; report generation ... See more keywords
LHR-RFL: Linear Hybrid-Reward-Based Reinforced Focal Learning for Automatic Radiology Report Generation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2024.3507073
Abstract: Radiology report generation that aims to accurately describe medical findings for given images, is pivotal in contemporary computer-aided diagnosis. Recently, despite considerable progress, current radiology report generation models still struggled to achieve consistent quality across… read more here.
Keywords: radiology report; lhr rfl; radiology; report generation ... See more keywords
Radiology report: what is the opinion of the referring physician?
Sign Up to like & getrecommendations! Published in 2018 at "Radiologia Brasileira"
DOI: 10.1590/0100-3984.2017.0115
Abstract: Objective To evaluate the opinion and perception of referring physicians regarding the radiology report, in order to develop tools that promote an improvement in its quality. Materials and Methods We prepared a questionnaire containing ten… read more here.
Keywords: referring physicians; radiology report; radiology; report opinion ... See more keywords
Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Medical Internet Research"
DOI: 10.2196/65547
Abstract: Background Large language models (LLMs), such as ChatGPT, have demonstrated impressive capabilities in various natural language processing tasks, particularly in text generation. However, their effectiveness in summarizing radiology report impressions remains uncertain. Objective This study… read more here.
Keywords: conciseness verisimilitude; cancer; evaluation; radiology report ... See more keywords
Advancements in Radiology Report Generation: A Comprehensive Analysis
Sign Up to like & getrecommendations! Published in 2025 at "Bioengineering"
DOI: 10.3390/bioengineering12070693
Abstract: The growing demand for radiological services, amplified by a shortage of qualified radiologists, has resulted in significant challenges in managing the increasing workload while ensuring the accuracy and timeliness of radiological reports. To address these… read more here.
Keywords: radiology report; language; radiology; report generation ... See more keywords