Estimating patient-specific shape prior for medical image segmentation
文献类型：会议论文
| 作者 | ZhangWuxia ; YanPingkun ; LiXuelong |
| 出版日期 | 2011 |
| 会议名称 | 2011 8th ieee international symposium on biomedical imaging: from nano to macro, isbi'11 |
| 会议日期 | march 30, 2011 - april 2, 2011 |
| 会议地点 | chicago, il, united states |
| 关键词 | image segmentation shape modeling manifold learning |
| 页码 | 1451-1454 |
| 通讯作者 | zhang wuxia |
| 英文摘要 | image segmentation is one of the key problems in medical image analysis. this paper presents a new statistical shape model for automatic image segmentation. in contrast to the previous model based segmentation methods, where shape priors are estimated from a general population-based shape model, our proposed method aims to estimate patient-specific shape priors to achieve more accurate segmentation by using manifold learning techniques. the proposed shape prior estimation method is incorporated into a deformable model based framework for image segmentation. the effectiveness of the proposed method has been demonstrated by the experiments on segmenting the prostate from mr images. |
| 收录类别 | EI ; CPCI |
| 产权排序 | 1 |
| 会议录 | proceedings - international symposium on biomedical imaging
 |
| 会议录出版者 | ieee computer society |
| 会议录出版地 | 445 hoes lane - p.o.box 1331, piscataway, nj 08855-1331, united states |
| 语种 | 英语 |
| ISBN号 | 9781424441280 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/20128]  |
| 专题 | 西安光学精密机械研究所_瞬态光学技术国家重点实验室 |
| 推荐引用方式 GB/T 7714 | ZhangWuxia,YanPingkun,LiXuelong. Estimating patient-specific shape prior for medical image segmentation[C]. 见:2011 8th ieee international symposium on biomedical imaging: from nano to macro, isbi'11. chicago, il, united states. march 30, 2011 - april 2, 2011. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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