人工智能辅助的胸部X射线图的双读,以检测临床相关的遗漏发现:一个两个中心的评估
Laurens Topff1,2, Sanne Steltenpool3,4, Erik R Ranschaert5,6
1Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands. l.topff@nki.nl.
一个人工智能 (AI) 辅助的双读系统确定了胸部X射线图上临床相关的遗漏发现. 这种人工智能工具可以作为质量保证措施,尽管临床上显著的错误很少发生.
科学领域:
- 放射学 放射学是一门学科.
- 人工智能的人工智能
- 医疗成像医学成像
背景情况:
- 胸部X射线图是一种常见的诊断工具.
- 放射科医生的报告对于患者护理至关重要.
- 诊断错误,包括错过的发现,可能发生.
研究的目的:
- 评估人工智能辅助的双读系统,用于检测胸部X射线图上错过的发现.
- 评估AI识别的差异的临床相关性.
- 确定AI作为放射学质量保证工具的实用性.
主要方法:
- 这是一项回顾性研究,涉及来自两个机构的25104张胸部X射线图.
- 商业AI软件对图像和报告进行了比较分析.
- 外部放射科医生评估了AI检测到的差异的临床相关性.
主要成果:
- 人工智能在21.1%的病例中检测到差异.
- 临床相关的遗漏发现在0.1%的X线图中得到证实.
- 错过的发现主要包括肺结节,肺胸部和结合.
结论:
- 人工智能辅助的双重阅读系统在授权后有效地识别了错过的发现.
- 该系统可以作为质量保证工具来减少诊断错误.
- 虽然很少见,但临床上相关的遗漏发现可能会因为胸部X射线图的大量而产生潜在影响.
更多相关视频
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
07:53Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer
Published on: October 13, 2023
相关概念视频
Radiological Investigation I: X-ray and CT
Assessment of Respiration
Subjective Assessment: Nurses interview the patient to gather information directly during the subjective assessment. It includes questions about the individual's medical history, medications, and symptoms, focusing on past respiratory conditions like...
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
Respiratory System Abnormal Finding I: Inspection and Percussion
Inspection Findings
During an inspection, several findings may suggest the presence of respiratory distress or disease. Pursed-lip breathing, where exhalation is slowed by...
Imaging Studies for Cardiovascular System III: X-Ray
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
Assessment of Airway, Skin Color, and Use of Accessory Muscles
Introduction
The initial evaluation of a patient's respiratory system...
