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A Review on Medical Image Registration as an Optimization Problem
Song GL(宋国立); Han JD(韩建达); Zhao YW(赵忆文); Wang Z(王争); Du HB(杜惠斌)
作者部门机器人学研究室
关键词Medical Image Multimodal Optimization Problem Registration Assessment Registration
发表期刊CURRENT MEDICAL IMAGING REVIEWS
ISSN1573-4056
2017
卷号13期号:3页码:274-283
收录类别SCI
WOS记录号WOS:000406187900009
产权排序1
资助机构National Natural Science Foundation of China [61333019]
摘要Objective: In the course of clinical treatment, several medical media are required by a physician in order to provide accurate and complete information about a patient. Medical image registration techniques can provide a richer diagnosis and treatment information to doctors and to provide a comprehensive reference source for the researchers involved in image registration as an optimization problem. Methods: The essence of image registration is associating two or more different images spatial association, and getting the translation of their spatial relationship. For medical image registration, its process is not absolute. Its core purpose is finding the conversion relationship between different images. Result: The major step of image registration includes the change of geometrical dimensions, and change of the image of the combination, image similarity measure, iterative optimization and interpolation process. Conclusion: The contribution of this review is sort of related image registration research methods, can provide a brief reference for researchers about image registration.
语种英语
WOS标题词Science & Technology ; Life Sciences & Biomedicine
WOS类目Radiology, Nuclear Medicine & Medical Imaging
关键词[WOS]X-RAY IMAGES ; GUIDED RADIATION-THERAPY ; MUTUAL INFORMATION ; SPATIOTEMPORAL ALIGNMENT ; BIPLANAR RECONSTRUCTION ; DEFORMABLE REGISTRATION ; NONRIGID REGISTRATION ; 3-D/2-D REGISTRATION ; ELASTIC REGISTRATION ; 2D/3D REGISTRATION
WOS研究方向Radiology, Nuclear Medicine & Medical Imaging
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/20842
专题机器人学研究室
通讯作者Song GL(宋国立)
作者单位1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang 110016, China
2.University of Chinese Academy of Sciences, Beijing 100049, China
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GB/T 7714
Song GL,Han JD,Zhao YW,et al. A Review on Medical Image Registration as an Optimization Problem[J]. CURRENT MEDICAL IMAGING REVIEWS,2017,13(3):274-283.
APA Song GL,Han JD,Zhao YW,Wang Z,&Du HB.(2017).A Review on Medical Image Registration as an Optimization Problem.CURRENT MEDICAL IMAGING REVIEWS,13(3),274-283.
MLA Song GL,et al."A Review on Medical Image Registration as an Optimization Problem".CURRENT MEDICAL IMAGING REVIEWS 13.3(2017):274-283.
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