肿瘤 CT 检查的不同评估策略与专业经验有关:使用眼动追踪技术的临床研究。

IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren Pub Date : 2024-11-12 DOI:10.1055/a-2452-2180
Sara Kluge, Christoph Schülke, Hannah Christin Ites, Tarek Zoubi, Cornelia L A Dewald, Walter Heindel, Boris Buerke, Anna Janina Höink
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引用次数: 0

摘要

对比增强 CT 是肿瘤目标的标准成像技术。漏诊率取决于放射科医生的工作经验。因此,本研究的目的是分析专业人员在阅读 CT 图像时的眼球运动,以评估经验丰富的放射科医生的眼球固定模式和搜索策略能否解释较高的病变检出率,以及这种模式是否可以学习。在图像分析过程中,使用眼动跟踪软件工具记录眼球固定位置。在对 CT 扫描进行回顾性分析时,考虑到了个体病程和成功检测出所有病变的问题。对临床上重要的异常或有病理结果的区域的视觉注意力和眼球定点停留时间、一般搜索模式和时间效率进行了评估。结果显示,观察者的灵敏度取决于工作经验,这是因为检查顺序更系统化,而且病程众所周知,例如在转移扩散的情况下。漏检的病变主要包括继发性发现。我们的研究结果表明,经验丰富的放射科医生可以通过更系统地查看图像和对临床重要区域进行更有针对性的检查来减少漏诊。- 与研究生住院医师相比,放射科住院医师的 CT 解读速度更快,出错率更低。- 系统图像分析是可以训练的。- 系统图像分析是可以训练的。- Kluge S、Schülke C、Ites HC 等人:《肿瘤 CT 检查的不同评估策略与专业经验的关系》:眼动追踪临床研究》。Fortschr Röntgenstr 2024; DOI 10.1055/a-2452-2180.
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Different Evaluation Strategies of Oncological CT Examinations with Regard to Professional Experience: A Clinical Study Using Eye-tracking.

Contrast-enhanced CT is the standard imaging technique in oncological objectives. Rates of missed pathologies depend on work experience of the respective radiologists. Thus the aim of this study is to analyze the eye movements of professionals while reading CT images in order to evaluate whether the eye-fixation patterns and search strategies of experienced radiologists could explain higher detection rates of pathologies and whether such patterns can be learned.Anonymized images of 10 patients were presented to three medical students and six radiologists with different levels of work experience. During image analysis, ocular fixation positions were recorded using an eye-tracking software tool. The CT scans were analyzed retrospectively, considering the individual course of disease with the issue of successful detection of all pathologies. Visual attention and dwell time of ocular fixation on clinically important abnormalities or areas with pathological findings, general search patterns, and time efficiency were assessed. For statistical analysis, interobserver variability and accuracy of lesion detection were evaluated taking into account individual experience.The results revealed that observer sensitivity depends on work experience due to a more systematic order of inspection and a well-known course of disease, e.g. in case of metastatic spread. The areas of missed pathologies mostly included secondary findings. Inexperienced readers changed the stratification considerably more often and required more time for reporting or detecting pathologies.Our results suggest that experienced radiological physicians reduce their amount of missed findings by looking more systematically at images and by applying a more targeted inspection of clinically important regions. · CT interpretation by radiology residents is faster and less error-prone compared to postgraduate residents. · systematic image analysis is trainable. · engrams tend to be acquired through experience. · Kluge S, Schülke C, Ites HC et al. Different Evaluation Strategies of Oncological CT Examinations with Regard to Professional Experience: A Clinical Study Using Eye-tracking. Fortschr Röntgenstr 2024; DOI 10.1055/a-2452-2180.

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