Cargando…
The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze
Background Multiple computer-aided systems for polyp detection (CADe) have been introduced into clinical practice, with an unclear effect on examiner behavior. This study aimed to measure the influence of a CADe system on reaction time, mucosa misinterpretation, and changes in visual gaze pattern....
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Georg Thieme Verlag KG
2022
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9500006/ https://www.ncbi.nlm.nih.gov/pubmed/35158384 http://dx.doi.org/10.1055/a-1770-7353 |
_version_ | 1784795121120706560 |
---|---|
author | Troya, Joel Fitting, Daniel Brand, Markus Sudarevic, Boban Kather, Jakob Nikolas Meining, Alexander Hann, Alexander |
author_facet | Troya, Joel Fitting, Daniel Brand, Markus Sudarevic, Boban Kather, Jakob Nikolas Meining, Alexander Hann, Alexander |
author_sort | Troya, Joel |
collection | PubMed |
description | Background Multiple computer-aided systems for polyp detection (CADe) have been introduced into clinical practice, with an unclear effect on examiner behavior. This study aimed to measure the influence of a CADe system on reaction time, mucosa misinterpretation, and changes in visual gaze pattern. Methods Participants with variable levels of colonoscopy experience viewed video sequences (n = 29) while eye movement was tracked. Using a crossover design, videos were presented in two assessments, with and without CADe support. Reaction time for polyp detection and eye-tracking metrics were evaluated. Results 21 participants performed 1218 experiments. CADe was significantly faster in detecting polyps compared with participants (median 1.16 seconds [99 %CI 0.40–3.43] vs. 2.97 seconds [99 %CI 2.53–3.77], respectively). However, the reaction time of participants when using CADe (median 2.90 seconds [99 %CI 2.55–3.38]) was similar to that without CADe. CADe increased misinterpretation of normal mucosa and reduced the eye travel distance. Conclusions Results confirm that CADe systems detect polyps faster than humans. However, use of CADe did not improve human reaction times. It increased misinterpretation of normal mucosa and decreased the eye travel distance. Possible consequences of these findings might be prolonged examination time and deskilling. |
format | Online Article Text |
id | pubmed-9500006 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Georg Thieme Verlag KG |
record_format | MEDLINE/PubMed |
spelling | pubmed-95000062022-09-24 The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze Troya, Joel Fitting, Daniel Brand, Markus Sudarevic, Boban Kather, Jakob Nikolas Meining, Alexander Hann, Alexander Endoscopy Background Multiple computer-aided systems for polyp detection (CADe) have been introduced into clinical practice, with an unclear effect on examiner behavior. This study aimed to measure the influence of a CADe system on reaction time, mucosa misinterpretation, and changes in visual gaze pattern. Methods Participants with variable levels of colonoscopy experience viewed video sequences (n = 29) while eye movement was tracked. Using a crossover design, videos were presented in two assessments, with and without CADe support. Reaction time for polyp detection and eye-tracking metrics were evaluated. Results 21 participants performed 1218 experiments. CADe was significantly faster in detecting polyps compared with participants (median 1.16 seconds [99 %CI 0.40–3.43] vs. 2.97 seconds [99 %CI 2.53–3.77], respectively). However, the reaction time of participants when using CADe (median 2.90 seconds [99 %CI 2.55–3.38]) was similar to that without CADe. CADe increased misinterpretation of normal mucosa and reduced the eye travel distance. Conclusions Results confirm that CADe systems detect polyps faster than humans. However, use of CADe did not improve human reaction times. It increased misinterpretation of normal mucosa and decreased the eye travel distance. Possible consequences of these findings might be prolonged examination time and deskilling. Georg Thieme Verlag KG 2022-03-31 /pmc/articles/PMC9500006/ /pubmed/35158384 http://dx.doi.org/10.1055/a-1770-7353 Text en The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited. |
spellingShingle | Troya, Joel Fitting, Daniel Brand, Markus Sudarevic, Boban Kather, Jakob Nikolas Meining, Alexander Hann, Alexander The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title | The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title_full | The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title_fullStr | The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title_full_unstemmed | The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title_short | The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
title_sort | influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9500006/ https://www.ncbi.nlm.nih.gov/pubmed/35158384 http://dx.doi.org/10.1055/a-1770-7353 |
work_keys_str_mv | AT troyajoel theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT fittingdaniel theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT brandmarkus theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT sudarevicboban theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT katherjakobnikolas theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT meiningalexander theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT hannalexander theinfluenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT troyajoel influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT fittingdaniel influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT brandmarkus influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT sudarevicboban influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT katherjakobnikolas influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT meiningalexander influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze AT hannalexander influenceofcomputeraidedpolypdetectionsystemsonreactiontimeforpolypdetectionandeyegaze |