학술논문

A dynamic programming procedure for automated ultrasonic measurement of the carotid artery
Document Type
Conference
Source
Computers in Cardiology 1994 Computers in cardiology 1994 Computers in Cardiology 1994. :297-300 1994
Subject
Bioengineering
Computing and Processing
Signal Processing and Analysis
Dynamic programming
Ultrasonic variables measurement
Carotid arteries
Cost function
Image edge detection
Cardiology
Laboratories
Ultrasonic imaging
Lesions
Thickness measurement
Language
Abstract
Describes a computerized technique for automated ultrasonic measurements of the carotid artery based on dynamic programming. Local measurements vessel echo intensity, edge strength, and continuity were extracted by image analysis techniques and included as weighted terms in a cost function. The dynamic programming procedure was used for determining the locations of the vessel interfaces in a way that the cost function was minimized. Then lumen diameter (LD) and intima-media thickness (IMT) were computed. Inter-method (auto versus manual) variability as well as inter- and intraobserver variability was studied by computing conventional coefficient of variation (CV). Inter-method (n=22), inter-observer (n=50), and intra-observer (n=47) variability of LD measurements were 1.2, 0.90, and 1.0%, respectively. Corresponding values for IMT were 3.2, 4.7, and 3.6%. These results indicate that the carotid artery can be automatically measured with accuracy.ETX