Unified reconstruction framework for multi-modal medical imaging
文献类型：期刊论文
| 作者 | Dong, Di ; Tian, Jie; Dai, Yakang; Yan, Guorui; Yang, Fei; Wu, Ping
|
| 刊名 | JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY
 |
| 出版日期 | 2011 |
| 卷号 | 19期号:1页码:111-126 |
| 关键词 | Unified Reconstruction Software Framework work flow CT freehand 3D ultrasound imaging acceleration schemes |
| 英文摘要 | Various types of advanced imaging technologies have significantly improved the quality of medical care available to patients. Corresponding medical image reconstruction algorithms, especially 3D reconstruction, play an important role in disease diagnosis and treatment assessment. However, these increasing reconstruction methods are not implemented in a unified software framework, which brings along lots of disadvantages such as breaking connection of different modalities, lack of module reuse and inconvenience to method comparison. This paper discusses reconstruction process from the viewpoint of data flow and implements a free, accelerated, extensible Unified Reconstruction Software Framework (URSF). The software framework is an abstract solution that supports multi-modal image reconstruction. The goal of this framework is to capture the common processing work flow for different modalities and different methods, make the development of reconstruction for new devices much easier, and implement a set of popular reconstruction algorithms, so that it is convenient for researchers to compare against. The overall design and certain key technologies are introduced in detail. Presented experiment examples and practical applications commendably demonstrate the validity of this framework. |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| 类目[WOS] | Instruments & Instrumentation ; Optics ; Physics, Applied |
| 研究领域[WOS] | Instruments & Instrumentation ; Optics ; Physics |
| 关键词[WOS] | CONE-BEAM CT ; FILTERED BACKPROJECTION ; COMPUTED-TOMOGRAPHY ; PI-LINES ; ALGORITHM ; SOFTWARE ; GPU ; VISUALIZATION ; INVERSION ; HARDWARE |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000288594300008 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3991]  |
| 专题 | 自动化研究所_中国科学院分子影像重点实验室 |
| 作者单位 | Chinese Acad Sci, Med Image Proc Grp, Inst Automat, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Dong, Di,Tian, Jie,Dai, Yakang,et al. Unified reconstruction framework for multi-modal medical imaging[J]. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,2011,19(1):111-126. |
| APA | Dong, Di,Tian, Jie,Dai, Yakang,Yan, Guorui,Yang, Fei,&Wu, Ping.(2011).Unified reconstruction framework for multi-modal medical imaging.JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,19(1),111-126. |
| MLA | Dong, Di,et al."Unified reconstruction framework for multi-modal medical imaging".JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 19.1(2011):111-126. |
入库方式： OAI收割
来源：自动化研究所
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