Accuracy of coronary plaque detection and assessment of interobserver agreement for plaque quantification using automatic coronary plaque analysis software on coronary CT angiography
- 1. University Medical Center Hamburg-Eppendorf, Hamburg (Germany). Dept. of Diagnostic and Interventional Radiology and Nuclearmedicine
- 2. Wuerzburg Univ. (Germany). Inst. of Diagnostic and Interventional Radiology
Description
To evaluate the accuracy of automatic plaque detection and the interobserver agreement of automatic versus manually adjusted quantification of coronary plaques on coronary CT angiography (cCTA) using commercially available software. 10 cCTA datasets were evaluated using plaque software. First, the automatically detected plaques were verified. Second, two observers independently performed plaque quantification without revising the automatically constructed plaque contours (automatic approach). Then, each observer adjusted the plaque contours according to plaque delineation (adjusted approach). The interobserver agreement of both approaches was analyzed. 32 of 114 automatically identified findings were true-positive plaques, while 82 (72 %) were false-positive. 20 of 52 plaques (38 %) were missed by the software (false-negative). The automatic approach provided good interobserver agreement with relative differences of 0.9 ± 16.0 % for plaque area and -3.3 ± 33.8 % for plaque volume. Both observers independently adjusted all contours because they did not represent the plaque delineation. Interobserver agreement decreased for the adjusted approach with relative differences of 25.0 ± 24.8 % for plaque area and 20.0 ± 40.4 % for plaque volume. The automatic plaque analysis software is of limited value due to high numbers of false-positive and false-negative plaque findings. The automatic approach was reproducible but it necessitated adjustment of all constructed plaque contours resulting in deterioration of the interobserver agreement.
Additional details
Publishing Information
- Journal Title
- RoeFo - Fortschritte auf dem Gebiete der Roentgenstrahlen und der Bildgebenden Verfahren
- Journal Volume
- 188
- Journal Issue
- 10
- Journal Page Range
- p. 933-939
- ISSN
- 1438-9029
- CODEN
- RFGNDO
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 47116969
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ACCURACY; AUTOMATION; BLOOD FLOW; COMPUTER CODES; COMPUTERIZED TOMOGRAPHY; CORONARIES; DIAGNOSTIC USES; DIMENSIONS; EFFICIENCY; ERRORS; IMAGE PROCESSING; PLAQUE FORMATION; VASCULAR DISEASES
- Descriptors DEC
- ARTERIES; BLOOD VESSELS; BODY; CARDIOVASCULAR DISEASES; CARDIOVASCULAR SYSTEM; DIAGNOSTIC TECHNIQUES; DISEASES; ORGANS; PROCESSING; TOMOGRAPHY; USES