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使用远程病理学虚拟切片的眼动研究与人类表现:对医学教育的启示及与经验的差异

Eye-movement study and human performance using telepathology virtual slides: implications for medical education and differences with experience.

作者信息

Krupinski Elizabeth A, Tillack Allison A, Richter Lynne, Henderson Jeffrey T, Bhattacharyya Achyut K, Scott Katherine M, Graham Anna R, Descour Michael R, Davis John R, Weinstein Ronald S

机构信息

Department of Radiology, University of Arizona College of Medicine, Tucson, AZ 85724, USA.

出版信息

Hum Pathol. 2006 Dec;37(12):1543-56. doi: 10.1016/j.humpath.2006.08.024.

Abstract

A core skill in diagnostic pathology is light microscopy. Remarkably little is known about human factors that affect the proficiency of pathologists as light microscopists. The cognitive skills of pathologists have received relatively little attention in comparison with the large literature on human performance studies in radiology. One reason for this lack of formal visual search studies in pathology has been the physical restrictions imposed by the close positioning of a microscope operator's head to the microscope's eyepieces. This blocks access to the operator's eyes and precludes assessment of the microscopist's eye movements. Virtual slide microscopy now removes this barrier and opens the door for studies on human factors and visual search strategies in light microscopy. The aim of this study was to assess eye movements of medical students, pathology residents, and practicing pathologists examining virtual slides on a digital display monitor. Whole histopathology glass slide digital images, so-called virtual slides, of 20 consecutive breast core biopsy cases were used in a retrospective study. These high-quality virtual slides were produced with an array-microscope equipped DMetrix DX-40 ultrarapid virtual slide processor (DMetrix, Tucson, Ariz). Using an eye-tracking device, we demonstrated for the first time that when a virtual slide reader initially looks at a virtual slide his or her eyes are very quickly attracted to regions of interest (ROIs) within the slide and that these ROIs are likely to contain diagnostic information. In a matter of seconds, critical decisions are made on the selection of ROIs for further examination at higher magnification. We recorded: (1) the time virtual slide readers spent fixating on self-selected locations on the video monitor; (2) the characteristics of the ways the eyes jumped between fixation locations; and (3) x and y coordinates for each virtual slide marking the sites the virtual slide readers manually selected for zooming to higher ROI magnifications. We correlated the locations of the visually selected fixation locations and the manually selected ROIs. Viewing profiles were identified for each group. Fully trained pathologists spent significantly less time (mean, 4.471 seconds) scanning virtual slides when compared to pathology residents (mean, 7.148 seconds) or medical students (mean, 11.861 seconds), but had relatively prolonged saccadic eye movements (P < .0001). Saccadic eye movements are defined as eye movements between fixation locations. On the other hand, the pathologists spent significantly more time than trainees dwelling on the 3 locations they subsequently chose for zooming. Unlike either the medical students or the residents, the pathologists frequently choose areas for viewing at higher magnification outside of areas of foveal (central) vision. Eye movement studies of scanning pathways (scan paths) may be useful for developing eye movement profiles for individuals and for understanding the difference in performances between novices and experts. They may also be useful for developing new visual search strategies for rendering diagnoses on telepathology virtual slides.

摘要

光学显微镜检查是诊断病理学中的一项核心技能。令人惊讶的是,对于影响病理学家作为光学显微镜观察者熟练程度的人为因素,我们所知甚少。与大量关于放射学中人类表现研究的文献相比,病理学家的认知技能受到的关注相对较少。病理学缺乏正式视觉搜索研究的一个原因是显微镜操作员的头部与显微镜目镜靠得很近,这带来了身体上的限制。这阻碍了对操作员眼睛的观察,也无法评估显微镜观察者的眼球运动。虚拟切片显微镜现在消除了这一障碍,为研究光学显微镜检查中的人为因素和视觉搜索策略打开了大门。本研究的目的是评估医学生、病理学住院医师和执业病理学家在数字显示监视器上检查虚拟切片时的眼球运动。在一项回顾性研究中,使用了20例连续乳腺核心活检病例的全组织病理学玻璃切片数字图像,即所谓的虚拟切片。这些高质量的虚拟切片是用配备了阵列显微镜的DMetrix DX - 40超快速虚拟切片处理器(DMetrix,图森,亚利桑那州)制作的。通过使用眼动追踪设备,我们首次证明,当虚拟切片阅读器最初查看虚拟切片时,其眼睛会很快被切片内的感兴趣区域(ROI)吸引,并且这些ROI很可能包含诊断信息。在几秒钟内,就会做出关于选择ROI以进行更高放大倍数进一步检查的关键决策。我们记录了:(1)虚拟切片阅读器在视频监视器上自我选择的位置上注视所花费的时间;(2)眼睛在注视位置之间跳跃方式的特征;(3)每个虚拟切片的x和y坐标,标记虚拟切片阅读器手动选择以放大到更高ROI放大倍数的位置。我们将视觉选择的注视位置与手动选择的ROI的位置进行了关联。为每个组确定了观察模式。与病理学住院医师(平均7.148秒)或医学生(平均11.861秒)相比,经过充分培训的病理学家扫描虚拟切片所花费的时间显著更少(平均4.471秒),但他们的扫视眼球运动相对较长(P < .0001)。扫视眼球运动被定义为注视位置之间的眼球运动。另一方面,病理学家在他们随后选择进行放大的3个位置上停留的时间比实习生显著更长。与医学生或住院医师不同,病理学家经常在中央凹(中心)视觉区域之外选择更高放大倍数观察的区域。对扫描路径的眼球运动研究可能有助于为个体建立眼球运动模式,并有助于理解新手和专家之间的表现差异。它们也可能有助于开发新的视觉搜索策略,以便在远程病理学虚拟切片上进行诊断。

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