RECOGNITION OF CORONARY ARTERIAL-STENOSIS USING NEURAL-NETWORK ON DSASYSTEM

Citation
K. Suzuki et al., RECOGNITION OF CORONARY ARTERIAL-STENOSIS USING NEURAL-NETWORK ON DSASYSTEM, Systems and computers in Japan, 26(8), 1995, pp. 66-74
Citations number
14
Categorie Soggetti
Computer Science Hardware & Architecture","Computer Science Information Systems","Computer Science Theory & Methods
ISSN journal
08821666
Volume
26
Issue
8
Year of publication
1995
Pages
66 - 74
Database
ISI
SICI code
0882-1666(1995)26:8<66:ROCAUN>2.0.ZU;2-4
Abstract
This paper proposes a new recognition method of coronary arterial sten osis in DSA image, because conventional evaluation algorithms have not been satisfactory to medical doctors. To solve this problem, the neur al network which takes into account the experience of the medical doct or is employed. This method consists of the extraction of characterist ic parameters which are highly correlated with stenosis and the recogn ition of stenosis by the neural network. By means of phantom experimen ts and clinical evaluation, the efficiency of the proposed method has been shown.