The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
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 language | English |
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Pages (from-to) | 1009-1014 |
Number of pages | 6 |
Journal | Endoscopy |
Volume | 54 |
Issue number | 10 |
Publication status | Published - Oct 2022 |
Peer-reviewed | Yes |
Externally published | Yes |
External IDs
PubMedCentral | PMC9500006 |
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Scopus | 85128610411 |
Keywords
Keywords
- Colonic Polyps/diagnosis, Colonoscopy/methods, Computers, Fixation, Ocular, Humans, Reaction Time