9 May 2022 Digital pathology: the effect of experience on visual search behavior
Ellhia Sudin, Mitchell Searjeant, George Partridge, Peter W. Phillips, Louise Hiller, David R. J. Snead, Ian O. Ellis, Yan Chen
Author Affiliations +
Abstract

Purpose: The introduction of whole slide imaging and digital pathology has enabled greater scrutiny of visual search behaviors among pathologists. We aim to investigate zooming and panning behaviors, external markers of visual processing capabilities, and the changes with experience.

Approaches: Twenty digitized breast core needle biopsy histopathology slides were obtained from the circulating slides from the main digital pathology trial (IRAS number: 258799). These were presented to five pathologists with varying experience (1.5 to 40 years) whose examinations were recorded. Data of visual fixations were collected using eye-tracking cameras, and the magnification data and zooming behaviors were extracted in an objective fashion by an automated algorithm. The relationship between experience and metrics was analyzed using mixed-effects regression analyses.

Results: There was a significant association between experience and both reading times (p  <  0.001) and a number of fixations (p  <  0.001), with these relationships being inversely proportional. The greater experience was also associated with greater diagnostic accuracy (p  =  0.033). We found that experience was significantly associated with greater use of magnification changes (p  <  0.001). Conversely, less experience showed a near significant association with the increased proportion of time spent panning (p  =  0.070).

Conclusions: Fewer fixations needed to reach a diagnosis and quicker reading times are indicative of greater cognitive and visual processing capabilities with greater experience. These cognitive capabilities may be a prerequisite for the more frequent zooming changes that are more prevalent with increasing experience.

© 2022 Society of Photo-Optical Instrumentation Engineers (SPIE) 2329-4302/2022/$28.00 © 2022 SPIE
Ellhia Sudin, Mitchell Searjeant, George Partridge, Peter W. Phillips, Louise Hiller, David R. J. Snead, Ian O. Ellis, and Yan Chen "Digital pathology: the effect of experience on visual search behavior," Journal of Medical Imaging 9(3), 035501 (9 May 2022). https://doi.org/10.1117/1.JMI.9.3.035501
Received: 24 December 2021; Accepted: 12 April 2022; Published: 9 May 2022
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CITATIONS
Cited by 3 scholarly publications.
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KEYWORDS
Pathology

Visualization

Diagnostics

Breast

Digital imaging

Eye

Cameras

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