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Fast, Accurate and Precise Mid-Sagittal Plane Location in 3D MR Images of the Brain

  • Conference paper
Biomedical Engineering Systems and Technologies (BIOSTEC 2008)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 25))

Abstract

Extraction of the mid-sagittal plane (MSP) is a key step for brain image registration and asymmetry analysis. We present a fast MSP extraction method for 3D MR images, based on automatic segmentation of the brain and on heuristic maximization of the cerebro-spinal fluid within the MSP. The method is robust to severe anatomical asymmetries between the hemispheres, caused by surgical procedures and lesions. The method is also accurate with respect to MSP delineations done by a specialist. The method was evaluated on 64 MR images (36 pathological, 20 healthy, 8 synthetic), and it found a precise and accurate approximation of the MSP in all of them with a mean time of 60.0 seconds per image, mean angular variation within a same image (precision) of 1.26o and mean angular difference from specialist delineations (accuracy) of 1.64o.

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Author information

Authors and Affiliations

  1. LIV, Institute of Computing, University of Campinas (UNICAMP), C.P. 6176, 13083-970, Campinas, SP, Brazil

    Felipe P. G. Bergo, Alexandre X. Falcão & Guilherme C. S. Ruppert

  2. Dept. of Neurology, Faculty of Medical Sciences, University of Campinas (UNICAMP), C.P. 6111, 13083-970, Campinas, SP, Brazil

    Clarissa L. Yasuda

Authors
  1. Felipe P. G. Bergo
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  2. Alexandre X. Falcão
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  3. Clarissa L. Yasuda
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  4. Guilherme C. S. Ruppert
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Editor information

Editors and Affiliations

  1. IST - Instituto Superior Técnico, Instituto de Telecomunicaçöes, Av. Rovisco Pais, 1, 1049-001, Lisbon, Portugal

    Ana Fred

  2. Polytechnic Institute of Setúbal – INSTICC, Departament of Systems and Informatics, Rua do Vale de Chaves - Estefanilha, 2910-761, Setúbal, Portugal

    Joaquim Filipe

  3. Institute of Telecommunications, Av. Rovisco Pais, 1, 1049-001, Lisboa, Portugal

    Hugo Gamboa

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© 2008 Springer-Verlag Berlin Heidelberg

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Bergo, F.P.G., Falcão, A.X., Yasuda, C.L., Ruppert, G.C.S. (2008). Fast, Accurate and Precise Mid-Sagittal Plane Location in 3D MR Images of the Brain. In: Fred, A., Filipe, J., Gamboa, H. (eds) Biomedical Engineering Systems and Technologies. BIOSTEC 2008. Communications in Computer and Information Science, vol 25. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92219-3_21

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  • DOI: https://doi.org/10.1007/978-3-540-92219-3_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-92218-6

  • Online ISBN: 978-3-540-92219-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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