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医学图像感知中视觉专业知识的整体加工理论述评

The Holistic Processing Account of Visual Expertise in Medical Image Perception: A Review.

作者信息

Sheridan Heather, Reingold Eyal M

机构信息

Department of Psychology, University at Albany, State University of New York, Albany, NY, United States.

Department of Psychology, University of Toronto, Mississauga, ON, Canada.

出版信息

Front Psychol. 2017 Sep 28;8:1620. doi: 10.3389/fpsyg.2017.01620. eCollection 2017.

DOI:10.3389/fpsyg.2017.01620
PMID:29033865
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5627012/
Abstract

In the field of medical image perception, the holistic processing perspective contends that experts can rapidly extract global information about the image, which can be used to guide their subsequent search of the image (Swensson, 1980; Nodine and Kundel, 1987; Kundel et al., 2007). In this review, we discuss the empirical evidence supporting three different predictions that can be derived from the holistic processing perspective: Expertise in medical image perception is domain-specific, experts use parafoveal and/or peripheral vision to process large regions of the image in parallel, and experts benefit from a rapid initial glimpse of an image. In addition, we discuss a pivotal recent study (Litchfield and Donovan, 2016) that seems to contradict the assumption that experts benefit from a rapid initial glimpse of the image. To reconcile this finding with the existing literature, we suggest that global processing may serve multiple functions that extend beyond the initial glimpse of the image. Finally, we discuss future research directions, and we highlight the connections between the holistic processing account and similar theoretical perspectives and findings from other domains of visual expertise.

摘要

在医学图像感知领域,整体加工观点认为,专家能够迅速提取有关图像的全局信息,这些信息可用于指导他们随后对图像的搜索(斯文森,1980年;诺丁和昆德尔,1987年;昆德尔等人,2007年)。在本综述中,我们讨论支持可从整体加工观点得出的三种不同预测的实证证据:医学图像感知方面的专业知识是特定领域的,专家使用副中央凹和/或周边视觉并行处理图像的大片区域,以及专家从对图像的快速初次瞥视中受益。此外,我们讨论了一项关键的近期研究(利奇菲尔德和多诺万,2016年),该研究似乎与专家从对图像的快速初次瞥视中受益这一假设相矛盾。为了使这一发现与现有文献相协调,我们认为全局加工可能具有多种功能,这些功能超出了对图像的初次瞥视。最后,我们讨论未来的研究方向,并强调整体加工解释与其他视觉专业领域的类似理论观点和发现之间的联系。

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本文引用的文献

1
The challenges of studying visual expertise in medical image diagnosis.研究医学图像诊断中视觉专长所面临的挑战。
Med Educ. 2017 Jan;51(1):97-104. doi: 10.1111/medu.13205.
2
A half-second glimpse often lets radiologists identify breast cancer cases even when viewing the mammogram of the opposite breast.即使是在查看对侧乳房的乳房X光片时,放射科医生往往只需匆匆瞥上半秒钟,就能识别出乳腺癌病例。
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How visual search relates to visual diagnostic performance: a narrative systematic review of eye-tracking research in radiology.视觉搜索与视觉诊断性能的关系:放射学中眼动追踪研究的叙述性系统综述
Adv Health Sci Educ Theory Pract. 2017 Aug;22(3):765-787. doi: 10.1007/s10459-016-9698-1. Epub 2016 Jul 19.
4
Dynamic Patterns of Expertise: The Case of Orthopedic Medical Diagnosis.专业技能的动态模式:以骨科医学诊断为例。
PLoS One. 2016 Jul 14;11(7):e0158820. doi: 10.1371/journal.pone.0158820. eCollection 2016.
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Review of prospects and challenges of eye tracking in volumetric imaging.容积成像中眼动追踪的前景与挑战综述
J Med Imaging (Bellingham). 2016 Jan;3(1):011002. doi: 10.1117/1.JMI.3.1.011002. Epub 2015 Sep 29.
6
Radiologists remember mountains better than radiographs, or do they?放射科医生对山脉的记忆比对X光片的记忆更深刻,还是并非如此呢?
J Med Imaging (Bellingham). 2016 Jan;3(1):011005. doi: 10.1117/1.JMI.3.1.011005. Epub 2015 Nov 3.
7
Worth a quick look? Initial scene previews can guide eye movements as a function of domain-specific expertise but can also have unforeseen costs.值得快速一看吗?初始场景预览可以根据特定领域的专业知识来引导眼球运动,但也可能带来意想不到的代价。
J Exp Psychol Hum Percept Perform. 2016 Jul;42(7):982-94. doi: 10.1037/xhp0000202. Epub 2016 Jan 18.
8
HOW DO RADIOLOGISTS USE THE HUMAN SEARCH ENGINE?放射科医生如何使用“人肉搜索引擎”?
Radiat Prot Dosimetry. 2016 Jun;169(1-4):24-31. doi: 10.1093/rpd/ncv501. Epub 2015 Dec 8.
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Diagnostic performance on briefly presented digital pathology images.对简短呈现的数字病理图像的诊断性能。
J Pathol Inform. 2015 Oct 28;6:56. doi: 10.4103/2153-3539.168517. eCollection 2015.
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Systematic viewing in radiology: seeing more, missing less?放射学中的系统阅片:看得更多,漏诊更少?
Adv Health Sci Educ Theory Pract. 2016 Mar;21(1):189-205. doi: 10.1007/s10459-015-9624-y. Epub 2015 Jul 31.