Comparison of liver volumetry on contrast-enhanced CT images: one semiautomatic and two automatic approaches
文献类型：期刊论文
| 作者 | Wei Cai; Baochun He; Yingfang Fan; Chihua Fang; Fucang Jia |
| 刊名 | Journal of Applied Clinical Medical Physics
 |
| 出版日期 | 2016 |
| 英文摘要 | This study was to evaluate the accuracy, consistency, and efficiency of three liver volumetry methods— one interactive method, an in-house-developed 3D medical Image Analysis (3DMIA) system, one automatic active shape model (ASM)-based segmentation, and one automatic probabilistic atlas (PA)-guided segmentation method on clinical contrast-enhanced CT images. Forty-two datasets, including 27 normal liver and 15 space-occupying liver lesion patients, were retrospectively included in this study. The three methods — one semiautomatic 3DMIA, one automatic ASM-based, and one automatic PA-based liver volumetry — achieved an accuracy with VD (volume difference) of -1.69%, -2.75%, and 3.06% in the normal group, respectively, and with VD of -3.20%, -3.35%, and 4.14% in the space-occupying lesion group, respectively. However, the three methods achieved an efficiency of 27.63 mins, 1.26 mins, 1.18 mins on average, respectively, compared with the manual volumetry, which took 43.98 mins. The high intraclass correlation coefficient between the three methods and the manual method indicated an excellent agreement on liver volumetry. Significant differences in segmentation time were observed between the three methods (3DMIA, ASM, and PA) and the manual volumetry (p < 0.001), as well as between the automatic volumetries (ASM and PA) and the semiautomatic volumetry (3DMIA) (p < 0.001). The semiautomatic interactive 3DMIA, automatic ASM-based, and automatic PA-based liver volumetry agreed well with manual gold standard in both the normal liver group and the space-occupying lesion group. The ASM- and PA-based automatic segmentation have better efficiency in clinical use. |
| 收录类别 | SCI |
| 原文出处 | http://www.jacmp.org/index.php/jacmp/article/view/6485 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/10388]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | Journal of Applied Clinical Medical Physics |
| 推荐引用方式 GB/T 7714 | Wei Cai,Baochun He,Yingfang Fan,et al. Comparison of liver volumetry on contrast-enhanced CT images: one semiautomatic and two automatic approaches[J]. Journal of Applied Clinical Medical Physics,2016. |
| APA | Wei Cai,Baochun He,Yingfang Fan,Chihua Fang,&Fucang Jia.(2016).Comparison of liver volumetry on contrast-enhanced CT images: one semiautomatic and two automatic approaches.Journal of Applied Clinical Medical Physics. |
| MLA | Wei Cai,et al."Comparison of liver volumetry on contrast-enhanced CT images: one semiautomatic and two automatic approaches".Journal of Applied Clinical Medical Physics (2016). |
入库方式： OAI收割
来源：深圳先进技术研究院
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