The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Joel Troya - , University Hospital of Würzburg (Author)
  • Daniel Fitting - , University Hospital of Würzburg (Author)
  • Markus Brand - , University Hospital of Würzburg (Author)
  • Boban Sudarevic - , University Hospital of Würzburg (Author)
  • Jakob Nikolas Kather - , Else Kröner Fresenius Center for Digital Health, University Hospital Aachen (Author)
  • Alexander Meining - , University Hospital of Würzburg (Author)
  • Alexander Hann - , University Hospital of Würzburg (Author)

Abstract

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.

Details

Original languageEnglish
Pages (from-to)1009-1014
Number of pages6
JournalEndoscopy
Volume54
Issue number10
Publication statusPublished - Oct 2022
Peer-reviewedYes

External IDs

PubMedCentral PMC9500006
Scopus 85128610411

Keywords

Keywords

  • Colonic Polyps/diagnosis, Colonoscopy/methods, Computers, Fixation, Ocular, Humans, Reaction Time

Library keywords