Literature DB >> 27081663

Review of prospects and challenges of eye tracking in volumetric imaging.

Antje C Venjakob1, Claudia R Mello-Thoms2.   

Abstract

While eye tracking research in conventional radiography has flourished over the past decades, the number of eye tracking studies that looked at multislice images lags behind. A possible reason for the lack of studies in this area might be that the eye tracking methodology used in the context of conventional radiography cannot be applied one-on-one to volumetric imaging material. Challenges associated with eye tracking in volumetric imaging are particularly associated with the selection of stimulus material, the detection of events in the eye tracking data, the calculation of meaningful eye tracking parameters, and the reporting of abnormalities. However, all of these challenges can be addressed in the design of the experiment. If this is done, eye tracking studies using volumetric imaging material offer almost unlimited opportunity for perception research and are highly relevant as the number of volumetric images that are acquired and interpreted is rising.

Keywords:  eye tracking; image interpretation; visual search; volumetric imaging

Year:  2015        PMID: 27081663      PMCID: PMC4814545          DOI: 10.1117/1.JMI.3.1.011002

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  45 in total

1.  How experience and training influence mammography expertise.

Authors:  C F Nodine; H L Kundel; C Mello-Thoms; S P Weinstein; S G Orel; D C Sullivan; E F Conant
Journal:  Acad Radiol       Date:  1999-10       Impact factor: 3.173

2.  Searching for lung nodules. Visual dwell indicates locations of false-positive and false-negative decisions.

Authors:  H L Kundel; C F Nodine; E A Krupinski
Journal:  Invest Radiol       Date:  1989-06       Impact factor: 6.016

3.  Thin-section CT of the lungs: eye-tracking analysis of the visual approach to reading tiled and stacked display formats.

Authors:  S M Ellis; X Hu; L Dempere-Marco; G Z Yang; A U Wells; D M Hansell
Journal:  Eur J Radiol       Date:  2006-07-10       Impact factor: 3.528

4.  Head-mounted versus remote eye tracking of radiologists searching for breast cancer: a comparison.

Authors:  Claudia Mello-Thoms; Cynthia Britton; Gordon Abrams; Christiane Hakim; Rattan Shah; Lara Hardesty; Glenn Maitz; David Gur
Journal:  Acad Radiol       Date:  2006-02       Impact factor: 3.173

5.  How does the perception of a lesion influence visual search strategy in mammogram reading?

Authors:  Claudia Mello-Thoms
Journal:  Acad Radiol       Date:  2006-03       Impact factor: 3.173

6.  Visual scanning patterns of radiologists searching mammograms.

Authors:  E A Krupinski
Journal:  Acad Radiol       Date:  1996-02       Impact factor: 3.173

7.  The effect of abnormality-prevalence expectation on expert observer performance and visual search.

Authors:  Warren M Reed; John T Ryan; Mark F McEntee; Michael G Evanoff; Patrick C Brennan
Journal:  Radiology       Date:  2011-01-19       Impact factor: 11.105

8.  Finding lung nodules with and without comparative visual scanning.

Authors:  D P Carmody; C F Nodine; H L Kundel
Journal:  Percept Psychophys       Date:  1981-06

9.  Gaze dwell times on acute trauma injuries missed because of satisfaction of search.

Authors:  K S Berbaum; E A Brandser; E A Franken; D D Dorfman; R T Caldwell; E A Krupinski
Journal:  Acad Radiol       Date:  2001-04       Impact factor: 3.173

10.  The effect of computer-aided detection markers on visual search and reader performance during concurrent reading of CT colonography.

Authors:  Emma Helbren; Thomas R Fanshawe; Peter Phillips; Susan Mallett; Darren Boone; Alastair Gale; Douglas G Altman; Stuart A Taylor; David Manning; Steve Halligan
Journal:  Eur Radiol       Date:  2015-01-12       Impact factor: 5.315

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  13 in total

1.  A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning.

Authors:  Naji Khosravan; Haydar Celik; Baris Turkbey; Elizabeth C Jones; Bradford Wood; Ulas Bagci
Journal:  Med Image Anal       Date:  2018-10-28       Impact factor: 8.545

2.  Comparing search patterns in digital breast tomosynthesis and full-field digital mammography: an eye tracking study.

Authors:  Avi Aizenman; Trafton Drew; Krista A Ehinger; Dianne Georgian-Smith; Jeremy M Wolfe
Journal:  J Med Imaging (Bellingham)       Date:  2017-10-27

3.  Visual search in breast imaging.

Authors:  Ziba Gandomkar; Claudia Mello-Thoms
Journal:  Br J Radiol       Date:  2019-07-18       Impact factor: 3.039

4.  The Functional Visual Field(s) in simple visual search.

Authors:  Chia-Chien Wu; Jeremy M Wolfe
Journal:  Vision Res       Date:  2021-11-11       Impact factor: 1.886

Review 5.  Mandating Limits on Workload, Duty, and Speed in Radiology.

Authors:  Robert Alexander; Stephen Waite; Michael A Bruno; Elizabeth A Krupinski; Leonard Berlin; Stephen Macknik; Susana Martinez-Conde
Journal:  Radiology       Date:  2022-06-14       Impact factor: 29.146

Review 6.  How visual search relates to visual diagnostic performance: a narrative systematic review of eye-tracking research in radiology.

Authors:  A van der Gijp; C J Ravesloot; H Jarodzka; M F van der Schaaf; I C van der Schaaf; J P J van Schaik; Th J Ten Cate
Journal:  Adv Health Sci Educ Theory Pract       Date:  2016-07-19       Impact factor: 3.853

Review 7.  The Holistic Processing Account of Visual Expertise in Medical Image Perception: A Review.

Authors:  Heather Sheridan; Eyal M Reingold
Journal:  Front Psychol       Date:  2017-09-28

8.  Eye-tracking for assessing medical image interpretation: A pilot feasibility study comparing novice vs expert cardiologists.

Authors:  Tad T Brunyé; Brahmajee K Nallamothu; Joann G Elmore
Journal:  Perspect Med Educ       Date:  2019-04

Review 9.  Using Eye Movements to Understand how Security Screeners Search for Threats in X-Ray Baggage.

Authors:  Nick Donnelly; Alex Muhl-Richardson; Hayward J Godwin; Kyle R Cave
Journal:  Vision (Basel)       Date:  2019-06-04

10.  Volumetric image interpretation in radiology: scroll behavior and cognitive processes.

Authors:  Larissa den Boer; Marieke F van der Schaaf; Koen L Vincken; Chris P Mol; Bobby G Stuijfzand; Anouk van der Gijp
Journal:  Adv Health Sci Educ Theory Pract       Date:  2018-05-16       Impact factor: 3.853

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