研究放射科医生图像解释中的认知偏差的影响:一个范围审查
Jacky Chen1, Ziba Gandomkar1, Warren M Reed1
1Discipline of Medical Imaging Sciences, Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2006, Australia; Medical Imaging Optimisation Perception Group, Discipline of Medical Imaging Sciences, Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2006, Australia.
European journal of radiology
|August 4, 2023
概括
认知偏差显著影响医学图像解释,影响患者护理. 目前用于减轻放射学中这些偏差的策略在很大程度上未经测试,需要进一步研究.
科学领域:
- 放射学 放射学是一门学科.
- 认知心理学 认知心理学
- 医疗成像医学成像
背景情况:
- 准确的医学图像解释对于患者的诊断和治疗至关重要.
- 放射学报告中的错误,特别是那些源于认知偏见的错误 (74%),可能会对患者的结果产生不利影响.
- 现有的减轻放射学认知偏差的策略缺乏经验测试.
研究的目的:
- 进行范围审查,评估当前关于医学图像解释中认知偏差影响的知识.
- 综合有关影响放射科医生的认知偏差的流行率和类型的研究结果.
- 识别研究中关于退化策略有效性的差距.
主要方法:
- 对Scopus和Medline数据库 (2012-2022) 进行了全面的文献搜索.
- 使用了与认知偏见和医学图像解释相关的关键词.
- 进行了叙述性评论的手动搜索和对纳入/排除标准的选.
主要成果:
- 包括24个出版物,分类为诸如可用性,事后观察和框架偏见等主题.
- 结果显示,关于认知偏见的影响的证据各不相同,这表明需要更多的研究.
- 确定了有限且未经测试的退化方法,强调了需要进一步调查的必要性.
结论:
- 认知偏见显然影响放射科医生对医学图像的解释.
- 目前的退债策略的有效性在很大程度上仍未被证明.
- 人工智能可能有助于放射科医生在偏差识别和减轻方面的潜力.
相关概念视频
Beck's Cognitive Therapy
79
Cognitive therapy is a psychological approach designed to address distortions in thinking, which can lead to negative emotions and unrealistic beliefs. These cognitive distortions often influence how individuals interpret and respond to situations, exacerbating emotional distress. Below are some prevalent cognitive distortions, their characteristics, and examples of how they manifest in thought processes.
Arbitrary Inference
Arbitrary inference involves making conclusions without sufficient...
Arbitrary Inference
Arbitrary inference involves making conclusions without sufficient...
79
Bias in Epidemiological Studies
352
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
352
Bias
4.3K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
4.3K
Imaging Studies for Cardiovascular System III: X-Ray
218
The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
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...
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...
218
Radiological Investigation I: X-ray and CT
289
Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...
289
The Availability Heuristic
6.0K
A heuristic is a general problem-solving framework (Tversky & Kahneman, 1974). You can think of these as mental shortcuts that are used to solve problems. Different types of heuristics are used in different types of situations, and the impulse to use a heuristic occurs when one of five conditions is met (Pratkanis, 1989):
6.0K


