A pilot study on using eye tracking to understand assessment of surgical outcomes from clinical photography.
Appearance changes resulting from breast cancer treatment impact the quality of life of breast cancer survivors, but current approaches to evaluating breast characteristics are very limited. It is challenging, even for experienced plastic surgeons, to describe how different aspects of breast morphology impact overall assessment of esthetics. Moreover, it is difficult to describe what they are looking for in a manner that facilitates quantification. The goal of this study is to assess the potential of using eye-tracking technology to understand how plastic surgeons assess breast morphology by recording their gaze path while they rate physical characteristics of the breasts, e.g., symmetry, based on clinical photographs. In this study, dwell time, transition frequency, dwell sequence conditional probabilities, and dwell sequence joint probabilities were analyzed across photographic poses and three observers. Dwell-time analysis showed that all three surgeons spent the majority of their time on the anterior-posterior (AP) views. Similarly, transition frequency analysis between regions showed that there were substantially more transitions between the breast regions in the AP view, relative to the number of transitions between other views. The results of both the conditional and joint probability analyses between the breast regions showed that the highest probabilities of transitions were observed between the breast regions in the AP view (APRB, APLB) followed by the oblique views and the lateral views to complete evaluation of breast surgical outcomes.
Kim
Min Soon
MS
Department of Health Management and Informatics, University of Missouri School of Medicine, Columbia, MO, USA.
Burgess
Angela
A
Waters
Andrew J
AJ
Reece
Gregory P
GP
Beahm
Elisabeth K
EK
Crosby
Melissa A
MA
Basen-Engquist
Karen M
KM
Markey
Mia K
MK
D001943:Breast Neoplasms / Q000601:surgery*; D005260:Female; D006801:Humans; D016462:Mammaplasty / Q000379:methods / Q000639:trends; D010865:Pilot Projects; D016896:Treatment Outcome; D014796:Visual Perception