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
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.
@article{47663fb95d7d4cf7a572ab1e805e318e,
title = "A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion",
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.}",
note = "Project code: T2SU00362",
year = "2003",
doi = "10.1016/S1361-8415(03)00012-4",
language = "English",
volume = "7",
pages = "377--389",
journal = "Medical Image Analysis",
issn = "1361-8415",
publisher = "Elsevier",
number = "3",

}

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

TY - JOUR

T1 - A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion

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.

N1 - Project code: T2SU00362

PY - 2003

Y1 - 2003

N2 - 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.

AB - 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.

KW - coronary heart disease

KW - heart failure

KW - myocardial perfusion

KW - myocardial infarct

KW - PET

KW - MRI

KW - 3D modelling

KW - 3D-imaging

KW - magnetic resonance imaging

U2 - 10.1016/S1361-8415(03)00012-4

DO - 10.1016/S1361-8415(03)00012-4

M3 - Article

VL - 7

SP - 377

EP - 389

JO - Medical Image Analysis

JF - Medical Image Analysis

SN - 1361-8415

IS - 3

ER -