Medical Radiology: Current Progress [PDF]
Diagnostics, 2023 Recently, medical radiology has undergone significant improvements in patient management due to advancements in image acquisition by the last generation of machines, data processing, and the integration of artificial intelligence.
Alessia Pepe +8 more
doaj +6 more sources
Radiology and Global Health: The Case for a New Subspecialty [PDF]
Journal of Global Radiology, 2016 In high- and medium-income countries, the use of radiology has grown substantially in the last several decades. But in the developing world, access to medical imaging remains a critical problem.
Matthew P. Lungren, Sarwat Hussain
doaj +4 more sources
Radiology-GPT: A Large Language Model for Radiology [PDF]
arXiv, 2023 We introduce Radiology-GPT, a large language model for radiology. Using an instruction tuning approach on an extensive dataset of radiology domain knowledge, Radiology-GPT demonstrates superior performance compared to general language models such as StableLM, Dolly and LLaMA.
Zheng Liu +18 more
arxiv +3 more sources
Attracting the next generation of radiologists: a statement by the European Society of Radiology (ESR) [PDF]
Insights into Imaging, 2022 With demand increasing each year for diagnostic imaging and imaging guided interventions, it is important for the radiology workforce to expand in line with need.
European Society of Radiology (ESR)
doaj +2 more sources
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment [PDF]
MICCAI 2019, 2019 Generating radiology reports is time-consuming and requires extensive expertise in practice. Therefore, reliable automatic radiology report generation is highly desired to alleviate the workload. Although deep learning techniques have been successfully applied to image classification and image captioning tasks, radiology report generation remains ...
Jianbo Yuan +3 more
arxiv +2 more sources
Radiology for medical students (1925–2018): an overview [PDF]
BJR|Open, 2020 Objective: Radiology has been espoused as an excellent tool for educating medical students since 1925. Advances in technology and PACS mean it has never been easier to demonstrate living anatomy and clinical pathology in exquisite detail to students. The
C. Chew, Paul Cannon, P. O’Dwyer
semanticscholar +3 more sources
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays [PDF]
arXiv, 2023 The extraction of structured clinical information from free-text radiology reports in the form of radiology graphs has been demonstrated to be a valuable approach for evaluating the clinical correctness of report-generation methods. However, the direct generation of radiology graphs from chest X-ray (CXR) images has not been attempted.
Keicher, Matthias +5 more
arxiv +2 more sources
Competency in evidence‐based medicine and associated factors among medical radiology technologists in Addis Ababa, Ethiopia [PDF]
Journal of Medical Radiation SciencesIntroduction Evidence‐based medicine integrates clinical expertise, patient values and best research evidence in clinical decision‐making. This study aimed to assess evidence‐based medicine knowledge, attitudes, practices and associated factors among ...
Girma Tufa Melesse +2 more
doaj +2 more sources
What works in radiology education for medical students: a systematic review and meta-analysis
BMC Medical EducationBackground Medical imaging related knowledge and skills are widely used in clinical practice. However, radiology teaching methods and resultant knowledge among medical students and junior doctors is variable.
Stuart W.T. Wade +4 more
doaj +2 more sources
Radiology Education and the Quality of Care: Radiation Dose [PDF]
Journal of Global Radiology, 2020 The purpose of this quantitative, quasi-experimental study was to analyze whether the education of radiology personnel mandated by the American Registry of Radiologic Technologists (ARRT) affects the quality of care delivered to radiology patients.
Melissa R. B. Foster
doaj +3 more sources