Literature DB >> 17129792

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

Elizabeth A Krupinski1, Allison A Tillack, Lynne Richter, Jeffrey T Henderson, Achyut K Bhattacharyya, Katherine M Scott, Anna R Graham, Michael R Descour, John R Davis, Ronald S Weinstein.   

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.

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Mesh:

Year:  2006        PMID: 17129792     DOI: 10.1016/j.humpath.2006.08.024

Source DB:  PubMed          Journal:  Hum Pathol        ISSN: 0046-8177            Impact factor:   3.466


  55 in total

1.  Studying visual behaviors from multiple eye tracking features across levels of information representation.

Authors:  Blake Anderson; Chi-Ren Shyu
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

2.  Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images.

Authors:  Tad T Brunyé; Ezgi Mercan; Donald L Weaver; Joann G Elmore
Journal:  J Biomed Inform       Date:  2017-01-10       Impact factor: 6.317

3.  Medical grade vs off-the-shelf color displays: influence on observer performance and visual search.

Authors:  Elizabeth A Krupinski
Journal:  J Digit Imaging       Date:  2008-09-03       Impact factor: 4.056

4.  A multiscale Mueller polarimetry module for a stereo zoom microscope.

Authors:  Adam Gribble; Michael A Pinkert; Jared Westreich; Yuming Liu; Adib Keikhosravi; Mohammadali Khorasani; Sharon Nofech-Mozes; Kevin W Eliceiri; Alex Vitkin
Journal:  Biomed Eng Lett       Date:  2019-06-20

5.  Characterizing Diagnostic Search Patterns in Digital Breast Pathology: Scanners and Drillers.

Authors:  Ezgi Mercan; Linda G Shapiro; Tad T Brunyé; Donald L Weaver; Joann G Elmore
Journal:  J Digit Imaging       Date:  2018-02       Impact factor: 4.056

Review 6.  The Empirical Foundations of Telepathology: Evidence of Feasibility and Intermediate Effects.

Authors:  Rashid L Bashshur; Elizabeth A Krupinski; Ronald S Weinstein; Matthew R Dunn; Noura Bashshur
Journal:  Telemed J E Health       Date:  2017-02-07       Impact factor: 3.536

Review 7.  Informatics in radiology: what can you see in a single glance and how might this guide visual search in medical images?

Authors:  Trafton Drew; Karla Evans; Melissa L-H Võ; Francine L Jacobson; Jeremy M Wolfe
Journal:  Radiographics       Date:  2012-10-25       Impact factor: 5.333

8.  Understanding visual search patterns of dermatologists assessing pigmented skin lesions before and after online training.

Authors:  Elizabeth A Krupinski; Joseph Chao; Rainer Hofmann-Wellenhof; Lynne Morrison; Clara Curiel-Lewandrowski
Journal:  J Digit Imaging       Date:  2014-12       Impact factor: 4.056

9.  Gaze entropy reflects surgical task load.

Authors:  Leandro L Di Stasi; Carolina Diaz-Piedra; Héctor Rieiro; José M Sánchez Carrión; Mercedes Martin Berrido; Gonzalo Olivares; Andrés Catena
Journal:  Surg Endosc       Date:  2016-03-16       Impact factor: 4.584

10.  Measurement of visual strain in radiologists.

Authors:  Elizabeth A Krupinski; Kevin S Berbaum
Journal:  Acad Radiol       Date:  2009-05-05       Impact factor: 3.173

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