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Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation

BACKGROUND: No automated methods exist to objectively monitor and evaluate the diagnostic process while physicians review computerized medical images. The present study tested whether using eye tracking to monitor tonic and phasic pupil dynamics may prove valuable in tracking interpretive difficulty...

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Autores principales: Brunyé, Tad T., Eddy, Marianna D., Mercan, Ezgi, Allison, Kimberly H., Weaver, Donald L., Elmore, Joann G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4932753/
https://www.ncbi.nlm.nih.gov/pubmed/27378371
http://dx.doi.org/10.1186/s12911-016-0322-3
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author Brunyé, Tad T.
Eddy, Marianna D.
Mercan, Ezgi
Allison, Kimberly H.
Weaver, Donald L.
Elmore, Joann G.
author_facet Brunyé, Tad T.
Eddy, Marianna D.
Mercan, Ezgi
Allison, Kimberly H.
Weaver, Donald L.
Elmore, Joann G.
author_sort Brunyé, Tad T.
collection PubMed
description BACKGROUND: No automated methods exist to objectively monitor and evaluate the diagnostic process while physicians review computerized medical images. The present study tested whether using eye tracking to monitor tonic and phasic pupil dynamics may prove valuable in tracking interpretive difficulty and predicting diagnostic accuracy. METHODS: Pathologists interpreted digitized breast biopsies varying in diagnosis and rated difficulty, while pupil diameter was monitored. Tonic diameter was recorded during the entire duration of interpretation, and phasic diameter was examined when the eyes fixated on a pre-determined diagnostic region during inspection. RESULTS: Tonic pupil diameter was higher with increasing rated difficulty levels of cases. Phasic diameter was interactively influenced by case difficulty and the eventual agreement with consensus diagnosis. More difficult cases produced increases in pupil diameter, but only when the pathologists’ diagnoses were ultimately correct. All results were robust after adjusting for the potential impact of screen brightness on pupil diameter. CONCLUSIONS: Results contribute new understandings of the diagnostic process, theoretical positions regarding locus coeruleus-norepinephrine system function, and suggest novel approaches to monitoring, evaluating, and guiding medical image interpretation.
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spelling pubmed-49327532016-07-06 Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation Brunyé, Tad T. Eddy, Marianna D. Mercan, Ezgi Allison, Kimberly H. Weaver, Donald L. Elmore, Joann G. BMC Med Inform Decis Mak Research Article BACKGROUND: No automated methods exist to objectively monitor and evaluate the diagnostic process while physicians review computerized medical images. The present study tested whether using eye tracking to monitor tonic and phasic pupil dynamics may prove valuable in tracking interpretive difficulty and predicting diagnostic accuracy. METHODS: Pathologists interpreted digitized breast biopsies varying in diagnosis and rated difficulty, while pupil diameter was monitored. Tonic diameter was recorded during the entire duration of interpretation, and phasic diameter was examined when the eyes fixated on a pre-determined diagnostic region during inspection. RESULTS: Tonic pupil diameter was higher with increasing rated difficulty levels of cases. Phasic diameter was interactively influenced by case difficulty and the eventual agreement with consensus diagnosis. More difficult cases produced increases in pupil diameter, but only when the pathologists’ diagnoses were ultimately correct. All results were robust after adjusting for the potential impact of screen brightness on pupil diameter. CONCLUSIONS: Results contribute new understandings of the diagnostic process, theoretical positions regarding locus coeruleus-norepinephrine system function, and suggest novel approaches to monitoring, evaluating, and guiding medical image interpretation. BioMed Central 2016-07-05 /pmc/articles/PMC4932753/ /pubmed/27378371 http://dx.doi.org/10.1186/s12911-016-0322-3 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Brunyé, Tad T.
Eddy, Marianna D.
Mercan, Ezgi
Allison, Kimberly H.
Weaver, Donald L.
Elmore, Joann G.
Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title_full Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title_fullStr Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title_full_unstemmed Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title_short Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
title_sort pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4932753/
https://www.ncbi.nlm.nih.gov/pubmed/27378371
http://dx.doi.org/10.1186/s12911-016-0322-3
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