The effect of computer-aided detection markers on visual search and reader performance during concurrent reading of CT colonography
Creators
- 1. University College London, Centre for Medical Imaging, London (United Kingdom)
- 2. University of Oxford, Nuffield Department of Primary Care Health Sciences, Oxford (United Kingdom)
- 3. University of Cumbria, Health and Medical Sciences Group, Lancaster (United Kingdom)
- 4. Colchester Hospital University NHS Foundation Trust and Anglia University, Colchester (United Kingdom)
- 5. Loughborough University, Applied Vision Research Centre, Loughborough (United Kingdom)
- 6. University of Oxford, Centre for Statistics in Medicine, Oxford (United Kingdom)
- 7. Lancaster University, Lancaster Medical School, Faculty of Health and Medicine, Lancaster (United Kingdom)
- 8. University College Hospital, Gastrointestinal Radiology, University College London, Centre for Medical Imaging, Podium Level 2, London, NW1 2BU (United Kingdom)
Description
We aimed to identify the effect of computer-aided detection (CAD) on visual search and performance in CT Colonography (CTC) of inexperienced and experienced readers. Fifteen endoluminal CTC examinations were recorded, each with one polyp, and two videos were generated, one with and one without a CAD mark. Forty-two readers (17 experienced, 25 inexperienced) interpreted the videos during infrared visual search recording. CAD markers and polyps were treated as regions of interest in data processing. This multi-reader, multi-case study was analysed using multilevel modelling. CAD drew readers' attention to polyps faster, accelerating identification times: median 'time to first pursuit' was 0.48 s (IQR 0.27 to 0.87 s) with CAD, versus 0.58 s (IQR 0.35 to 1.06 s) without. For inexperienced readers, CAD also held visual attention for longer. All visual search metrics used to assess visual gaze behaviour demonstrated statistically significant differences when ''with'' and ''without'' CAD were compared. A significant increase in the number of correct polyp identifications across all readers was seen with CAD (74 % without CAD, 87 % with CAD; p < 0.001). CAD significantly alters visual search and polyp identification in readers viewing three-dimensional endoluminal CTC. For polyp and CAD marker pursuit times, CAD generally exerted a larger effect on inexperienced readers. (orig.)
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-014-3569-zAdditional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 25
- Journal Issue
- 6
- Journal Page Range
- p. 1570-1578
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 46063170
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- COMPARATIVE EVALUATIONS; COMPUTER-AIDED INSTRUCTION; COMPUTERIZED TOMOGRAPHY; DATA PROCESSING; DETECTION; IMAGE PROCESSING; INTESTINES; NEOPLASMS; TIME DEPENDENCE; TRAINING
- Descriptors DEC
- BODY; DIAGNOSTIC TECHNIQUES; DIGESTIVE SYSTEM; DISEASES; EDUCATION; EVALUATION; GASTROINTESTINAL TRACT; ORGANS; PROCESSING; TOMOGRAPHY; TRAINING