Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images

Jyrki Lötjönen; J. Koikkalainen; D. Smutek; S. Kivistö; K. Lauerma

doi:10.1007/978-3-540-39899-8_57

Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images

Jyrki Lötjönen, J. Koikkalainen, D. Smutek, S. Kivistö, K. Lauerma

VTT Technical Research Centre of Finland

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

11 Citations (Scopus)

Abstract

We describe a new statistical atlas of the heart consisting of atrias, ventricles and epicardium. The atlas was constructed by combining information on standard short-axis and long-axis cardiac MR images. The variablity of the shape was modeled in the atlas by a statistical deformation model and by nonparametric probability distributions. The atlas has been built from 16 subjects.

Original language	English
Title of host publication	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003
Subtitle of host publication	6th International Conference
Editors	Randy E. Ellis, Terry M. Peters
Place of Publication	Berlin - Heidelberg
Publisher	Springer
Pages	459-466
ISBN (Electronic)	978-3-540-39899-8
ISBN (Print)	978-3-540-20462-6
DOIs	https://doi.org/10.1007/978-3-540-39899-8_57
Publication status	Published - 2003
MoE publication type	A4 Article in a conference publication
Event	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003 - Montréal, Canada Duration: 16 Nov 2003 → 18 Nov 2003

Publication series

Series	Lecture Notes in Computer Science
Volume	2878
ISSN	0302-9743

Conference

Conference	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003
Country/Territory	Canada
City	Montréal
Period	16/11/03 → 18/11/03

Keywords

statistical shape model
heart model
modeling of atria and ventricles

Access to Document

10.1007/978-3-540-39899-8_57

Cite this

Lötjönen, J., Koikkalainen, J., Smutek, D., Kivistö, S., & Lauerma, K. (2003). Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images. In R. E. Ellis, & T. M. Peters (Eds.), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: 6th International Conference (pp. 459-466). Springer. Lecture Notes in Computer Science Vol. 2878 https://doi.org/10.1007/978-3-540-39899-8_57

Lötjönen, Jyrki ; Koikkalainen, J. ; Smutek, D. et al. / Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: 6th International Conference. editor / Randy E. Ellis ; Terry M. Peters. Berlin - Heidelberg : Springer, 2003. pp. 459-466 (Lecture Notes in Computer Science, Vol. 2878).

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title = "Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images",

abstract = "We describe a new statistical atlas of the heart consisting of atrias, ventricles and epicardium. The atlas was constructed by combining information on standard short-axis and long-axis cardiac MR images. The variablity of the shape was modeled in the atlas by a statistical deformation model and by nonparametric probability distributions. The atlas has been built from 16 subjects.",

keywords = "statistical shape model, heart model, modeling of atria and ventricles",

author = "Jyrki L{\"o}tj{\"o}nen and J. Koikkalainen and D. Smutek and S. Kivist{\"o} and K. Lauerma",

note = "Project code: T3SU00308; Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003 ; Conference date: 16-11-2003 Through 18-11-2003",

year = "2003",

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isbn = "978-3-540-20462-6",

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Lötjönen, J, Koikkalainen, J, Smutek, D, Kivistö, S & Lauerma, K 2003, Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images. in RE Ellis & TM Peters (eds), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: 6th International Conference. Springer, Berlin - Heidelberg, Lecture Notes in Computer Science, vol. 2878, pp. 459-466, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, Montréal, Quebec, Canada, 16/11/03. https://doi.org/10.1007/978-3-540-39899-8_57

Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images. / Lötjönen, Jyrki; Koikkalainen, J.; Smutek, D. et al.

Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: 6th International Conference. ed. / Randy E. Ellis; Terry M. Peters. Berlin - Heidelberg : Springer, 2003. p. 459-466 (Lecture Notes in Computer Science, Vol. 2878).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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T1 - Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images

AU - Lötjönen, Jyrki

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AU - Lauerma, K.

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KW - heart model

KW - modeling of atria and ventricles

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M3 - Conference article in proceedings

SN - 978-3-540-20462-6

T3 - Lecture Notes in Computer Science

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EP - 466

BT - Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003

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ER -

Lötjönen J, Koikkalainen J, Smutek D, Kivistö S, Lauerma K. Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images. In Ellis RE, Peters TM, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: 6th International Conference. Berlin - Heidelberg: Springer. 2003. p. 459-466. (Lecture Notes in Computer Science, Vol. 2878). doi: 10.1007/978-3-540-39899-8_57

Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis images

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