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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)
Department机器人学研究室
Source PublicationCURRENT MEDICAL IMAGING REVIEWS
ISSN1573-4056
2017
Volume13Issue:3Pages:274-283
Indexed BySCI
WOS IDWOS:000406187900009
Contribution Rank1
Funding OrganizationNational Natural Science Foundation of China [61333019]
KeywordMedical Image Multimodal Optimization Problem Registration Assessment Registration
AbstractObjective: 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.
Language英语
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
WOS SubjectRadiology, Nuclear Medicine & Medical Imaging
WOS KeywordX-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 Research AreaRadiology, Nuclear Medicine & Medical Imaging
Citation statistics
Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/20842
Collection机器人学研究室
Corresponding AuthorSong GL(宋国立)
Affiliation1.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
Recommended Citation
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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