AUTOMATED FRAMEWORK FOR DETECTING LUMEN AND MEDIA-ADVENTITIA BORDERS IN INTRAVASCULAR ULTRASOUND IMAGES
文献类型：期刊论文
| 作者 | Gao Zhifan; Hau William Kongto; Lu Minhua; Huang Wenhua; Zhang Heye; Wu Wanqing; Liu Xin; Zhang YuanTing |
| 刊名 | ULTRASOUND IN MEDICINE AND BIOLOGY
 |
| 出版日期 | 2015 |
| 英文摘要 | An automated framework for detecting lumen and media-adventitia borders in intravascular ultrasound images was developed on the basis of an adaptive region-growing method and an unsupervised clustering method. To demonstrate the capability of the framework, linear regression, Bland-Altman analysis and distance analysis were used to quantitatively investigate the correlation, agreement and spatial distance, respectively, between our detected borders and manually traced borders in 337 intravascular ultrasound images in vivo acquired from six patients. The results of these investigations revealed good correlation (r = 0.99), good agreement (>96.82% of results within the 95% confidence interval) and small average distance errors ( lumen border: 0.08 mm, media-adventitia border: 0.10 mm) between the borders generated by the automated framework and the manual tracing method. The proposed framework was found to be effective in detecting lumen and media-adventitia borders in intravascular ultrasound images, indicating its potential for use in routine studies of vascular disease. (C) 2015 World Federation for Ultrasound in Medicine & Biology |
| 收录类别 | SCI |
| 原文出处 | www.ncbi.nlm.nih.gov/pubmed/25922134 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/7050]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 推荐引用方式 GB/T 7714 | Gao Zhifan,Hau William Kongto,Lu Minhua,et al. AUTOMATED FRAMEWORK FOR DETECTING LUMEN AND MEDIA-ADVENTITIA BORDERS IN INTRAVASCULAR ULTRASOUND IMAGES[J]. ULTRASOUND IN MEDICINE AND BIOLOGY,2015. |
| APA | Gao Zhifan.,Hau William Kongto.,Lu Minhua.,Huang Wenhua.,Zhang Heye.,...&Zhang YuanTing.(2015).AUTOMATED FRAMEWORK FOR DETECTING LUMEN AND MEDIA-ADVENTITIA BORDERS IN INTRAVASCULAR ULTRASOUND IMAGES.ULTRASOUND IN MEDICINE AND BIOLOGY. |
| MLA | Gao Zhifan,et al."AUTOMATED FRAMEWORK FOR DETECTING LUMEN AND MEDIA-ADVENTITIA BORDERS IN INTRAVASCULAR ULTRASOUND IMAGES".ULTRASOUND IN MEDICINE AND BIOLOGY (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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