Deformable medical image registration: A survey

Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios

Research output: Contribution to journalArticle

Abstract

Deformable image registration is a fundamental task in medical image processing. Among its most important applications, one may cite: 1) multi-modality fusion, where information acquired by different imaging devices or protocols is fused to facilitate diagnosis and treatment planning; 2) longitudinal studies, where temporal structural or anatomical changes are investigated; and 3) population modeling and statistical atlases used to study normal anatomical variability. In this paper, we attempt to give an overview of deformable registration methods, putting emphasis on the most recent advances in the domain. Additional emphasis has been given to techniques applied to medical images. In order to study image registration methods in depth, their main components are identified and studied independently. The most recent techniques are presented in a systematic fashion. The contribution of this paper is to provide an extensive account of registration techniques in a systematic manner.

Original languageEnglish (US)
Article number6522524
Pages (from-to)1153-1190
Number of pages38
JournalIEEE Transactions on Medical Imaging
Volume32
Issue number7
DOIs
StatePublished - 2013
Externally publishedYes

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Image registration
Medical image processing
Information fusion
Atlases
Longitudinal Studies
Imaging techniques
Planning
Equipment and Supplies
Population
Surveys and Questionnaires

Keywords

  • Bibliographical review
  • deformable registration
  • medical image analysis

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Science Applications
  • Radiological and Ultrasound Technology
  • Software

Cite this

Sotiras, A., Davatzikos, C., & Paragios, N. (2013). Deformable medical image registration: A survey. IEEE Transactions on Medical Imaging, 32(7), 1153-1190. [6522524]. https://doi.org/10.1109/TMI.2013.2265603

Deformable medical image registration : A survey. / Sotiras, Aristeidis; Davatzikos, Christos; Paragios, Nikos.

In: IEEE Transactions on Medical Imaging, Vol. 32, No. 7, 6522524, 2013, p. 1153-1190.

Research output: Contribution to journalArticle

Sotiras, A, Davatzikos, C & Paragios, N 2013, 'Deformable medical image registration: A survey', IEEE Transactions on Medical Imaging, vol. 32, no. 7, 6522524, pp. 1153-1190. https://doi.org/10.1109/TMI.2013.2265603
Sotiras, Aristeidis ; Davatzikos, Christos ; Paragios, Nikos. / Deformable medical image registration : A survey. In: IEEE Transactions on Medical Imaging. 2013 ; Vol. 32, No. 7. pp. 1153-1190.
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