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State of the art: Eye-tracking studies in medical imaging

Leveque, Lucie, Bosmans, Hilde, Cockmartin, Lesley and Liu, Hantao 2018. State of the art: Eye-tracking studies in medical imaging. IEEE Access 6 , pp. 37023-37034. 10.1109/ACCESS.2018.2851451

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Abstract

Eye-tracking – the process of measuring where people look in a visual field – has been widely used to study how humans process visual information. In medical imaging, eye-tracking has become a popular technique in many applications to reveal how visual search and recognition tasks are performed, providing information that can improve human performance. In this paper, we present a comprehensive review of eye-tracking studies conducted with medical images and videos for diverse research purposes, including identification of degree of expertise, development of training, and understanding and modelling of visual search patterns. In addition, we present our recent eye-tracking study that involves a large number of screening mammograms viewed by experienced breast radiologists. Based on the eye-tracking data, we evaluate the plausibility of predicting visual attention by computational models.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Computer Science & Informatics
Publisher: IEEE
ISSN: 2169-3536
Date of First Compliant Deposit: 4 July 2018
Date of Acceptance: 28 June 2018
Last Modified: 29 May 2019 23:21
URI: http://orca-mwe.cf.ac.uk/id/eprint/112911

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Cited 3 times in Scopus. View in Scopus. Powered By Scopus® Data

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