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

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

doi:10.1016/S1361-8415(03)00012-4

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

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

^*Corresponding author for this work

VTT Technical Research Centre of Finland

Research output: Contribution to journal › Article › Scientific › peer-review

56 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 language	English
Pages (from-to)	377-389
Journal	Medical Image Analysis
Volume	7
Issue number	3
DOIs	https://doi.org/10.1016/S1361-8415(03)00012-4
Publication status	Published - 2003
MoE publication type	A1 Journal article-refereed

Keywords

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

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10.1016/S1361-8415(03)00012-4

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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",

}

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

SN - 1361-8415

VL - 7

SP - 377

EP - 389

JO - Medical Image Analysis

JF - Medical Image Analysis

IS - 3

ER -

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

Abstract

Keywords

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