A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion

Timo Mäkelä (Corresponding Author), Quoc Cuong Pham, Patrick Clarysse, Jukka Nenonen, Jyrki Lötjönen, Outi Sipilä, Helena Hänninen, Kirsi Lauerma, Juhani Knuuti, Toivo Katila, Isabelle E. Magnin

    Research output: Contribution to journalArticleScientificpeer-review

    44 Citations (Scopus)

    Abstract

    In this paper, a new approach is presented for the assessment of a 3-D anatomical and functional model of the heart including structural information from magnetic resonance imaging (MRI) and functional information from positron emission tomography (PET) and magnetocardiography (MCG). The method uses model-based co-registration of MR and PET images and marker-based registration for MRI and MCG. Model-based segmentation of MR anatomical images results in an individualized 3-D biventricular model of the heart including functional parameters from PET and MCG in an easily interpretable 3-D form.
    Original languageEnglish
    Pages (from-to)377-389
    Number of pages13
    JournalMedical Image Analysis
    Volume7
    Issue number3
    DOIs
    Publication statusPublished - 2003
    MoE publication typeA1 Journal article-refereed

    Fingerprint

    Magnetocardiography
    Positron emission tomography
    Data fusion
    Positron-Emission Tomography
    Magnetic resonance
    Magnetic Resonance Imaging
    Anatomic Models
    Imaging techniques

    Keywords

    • coronary heart disease
    • heart failure
    • myocardial perfusion
    • myocardial infarct
    • PET
    • MRI
    • 3D modelling
    • 3D-imaging
    • magnetic resonance imaging

    Cite this

    Mäkelä, T., Pham, Q. C., Clarysse, P., Nenonen, J., Lötjönen, J., Sipilä, O., ... Magnin, I. E. (2003). A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion. Medical Image Analysis, 7(3), 377-389. https://doi.org/10.1016/S1361-8415(03)00012-4
    Mäkelä, Timo ; Pham, Quoc Cuong ; Clarysse, Patrick ; Nenonen, Jukka ; Lötjönen, Jyrki ; Sipilä, Outi ; Hänninen, Helena ; Lauerma, Kirsi ; Knuuti, Juhani ; Katila, Toivo ; Magnin, Isabelle E. / A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion. In: Medical Image Analysis. 2003 ; Vol. 7, No. 3. pp. 377-389.
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    abstract = "In this paper, a new approach is presented for the assessment of a 3-D anatomical and functional model of the heart including structural information from magnetic resonance imaging (MRI) and functional information from positron emission tomography (PET) and magnetocardiography (MCG). The method uses model-based co-registration of MR and PET images and marker-based registration for MRI and MCG. Model-based segmentation of MR anatomical images results in an individualized 3-D biventricular model of the heart including functional parameters from PET and MCG in an easily interpretable 3-D form.",
    keywords = "coronary heart disease, heart failure, myocardial perfusion, myocardial infarct, PET, MRI, 3D modelling, 3D-imaging, magnetic resonance imaging",
    author = "Timo M{\"a}kel{\"a} and Pham, {Quoc Cuong} and Patrick Clarysse and Jukka Nenonen and Jyrki L{\"o}tj{\"o}nen and Outi Sipil{\"a} and Helena H{\"a}nninen and Kirsi Lauerma and Juhani Knuuti and Toivo Katila and Magnin, {Isabelle E.}",
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    Mäkelä, T, Pham, QC, Clarysse, P, Nenonen, J, Lötjönen, J, Sipilä, O, Hänninen, H, Lauerma, K, Knuuti, J, Katila, T & Magnin, IE 2003, 'A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion', Medical Image Analysis, vol. 7, no. 3, pp. 377-389. https://doi.org/10.1016/S1361-8415(03)00012-4

    A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion. / Mäkelä, Timo (Corresponding Author); Pham, Quoc Cuong; Clarysse, Patrick; Nenonen, Jukka; Lötjönen, Jyrki; Sipilä, Outi; Hänninen, Helena; Lauerma, Kirsi; Knuuti, Juhani; Katila, Toivo; Magnin, Isabelle E.

    In: Medical Image Analysis, Vol. 7, No. 3, 2003, p. 377-389.

    Research output: Contribution to journalArticleScientificpeer-review

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    AU - Mäkelä, Timo

    AU - Pham, Quoc Cuong

    AU - Clarysse, Patrick

    AU - Nenonen, Jukka

    AU - Lötjönen, Jyrki

    AU - Sipilä, Outi

    AU - Hänninen, Helena

    AU - Lauerma, Kirsi

    AU - Knuuti, Juhani

    AU - Katila, Toivo

    AU - Magnin, Isabelle E.

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    KW - heart failure

    KW - myocardial perfusion

    KW - myocardial infarct

    KW - PET

    KW - MRI

    KW - 3D modelling

    KW - 3D-imaging

    KW - magnetic resonance imaging

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