Automated Analysis of Intima‐Media Thickness: Analysis and Performance of CARES 3.0. (1st July 2013)
- Record Type:
- Journal Article
- Title:
- Automated Analysis of Intima‐Media Thickness: Analysis and Performance of CARES 3.0. (1st July 2013)
- Main Title:
- Automated Analysis of Intima‐Media Thickness
- Authors:
- Saba, Luca
Montisci, Roberto
Famiglietti, Luca
Tallapally, Niranjan
Acharya, U. Rajendra
Molinari, Filippo
Sanfilippo, Roberto
Mallarini, Giorgio
Nicolaides, Andrew
Suri, Jasjit S. - Abstract:
- Abstract : Objectives: In recent years, the use of computer‐based techniques has been advocated to improve intima‐media thickness (IMT) quantification and its reproducibility. The purpose of this study was to test the diagnostic performance of a new IMT automated algorithm, CARES 3.0, which is a patented class of IMT measurement systems called AtheroEdge (AtheroPoint, LLC, Roseville, CA). Methods: From 2 different institutions, we analyzed the carotid arteries of 250 patients. The automated CARES 3.0 algorithm was tested versus 2 other automated algorithms, 1 semiautomated algorithm, and a reader reference to assess the IMT measurements. Bland‐Altman analysis, regression analysis, and the Student t test were performed. Results: CARES 3.0 showed an IMT measurement bias ± SD of −0.022 ± 0.288 mm compared with the expert reader. The average IMT by CARES 3.0 was 0.852 ± 0.248 mm, and that of the reader was 0.872 ± 0.325 mm. In the Bland‐Altman plots, the CARES 3.0 IMT measurements showed accurate values, with about 80% of the images having an IMT measurement bias ranging between −50% and +50%. These values were better than those of the previous CARES releases and the semiautomated algorithm. Regression analysis showed that, among all techniques, the best t value was between CARES 3.0 and the reader. Conclusions: We have developed an improved fully automated technique for carotid IMT measurement on longitudinal ultrasound images. This new version, called CARES 3.0, consists of aAbstract : Objectives: In recent years, the use of computer‐based techniques has been advocated to improve intima‐media thickness (IMT) quantification and its reproducibility. The purpose of this study was to test the diagnostic performance of a new IMT automated algorithm, CARES 3.0, which is a patented class of IMT measurement systems called AtheroEdge (AtheroPoint, LLC, Roseville, CA). Methods: From 2 different institutions, we analyzed the carotid arteries of 250 patients. The automated CARES 3.0 algorithm was tested versus 2 other automated algorithms, 1 semiautomated algorithm, and a reader reference to assess the IMT measurements. Bland‐Altman analysis, regression analysis, and the Student t test were performed. Results: CARES 3.0 showed an IMT measurement bias ± SD of −0.022 ± 0.288 mm compared with the expert reader. The average IMT by CARES 3.0 was 0.852 ± 0.248 mm, and that of the reader was 0.872 ± 0.325 mm. In the Bland‐Altman plots, the CARES 3.0 IMT measurements showed accurate values, with about 80% of the images having an IMT measurement bias ranging between −50% and +50%. These values were better than those of the previous CARES releases and the semiautomated algorithm. Regression analysis showed that, among all techniques, the best t value was between CARES 3.0 and the reader. Conclusions: We have developed an improved fully automated technique for carotid IMT measurement on longitudinal ultrasound images. This new version, called CARES 3.0, consists of a new heuristic for lumen‐intima and media‐adventitia detection, which showed high accuracy and reproducibility for IMT measurement. … (more)
- Is Part Of:
- Journal of ultrasound in medicine. Volume 32:Number 7(2013)
- Journal:
- Journal of ultrasound in medicine
- Issue:
- Volume 32:Number 7(2013)
- Issue Display:
- Volume 32, Issue 7 (2013)
- Year:
- 2013
- Volume:
- 32
- Issue:
- 7
- Issue Sort Value:
- 2013-0032-0007-0000
- Page Start:
- 1127
- Page End:
- 1135
- Publication Date:
- 2013-07-01
- Subjects:
- automated algorithm -- carotid artery -- intima-media thickness
Ultrasonics in medicine -- Periodicals
Ultrasonics
Ultrasonography
Ultrasonics in medicine
Electronic journals
Periodicals
Periodicals
616.07543 - Journal URLs:
- http://www.jultrasoundmed.org/ ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.7863/ultra.32.7.1127 ↗
- Languages:
- English
- ISSNs:
- 0278-4297
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5071.455000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1447.xml