Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing

Gemma Piella; Antonio R. Porras; Mathieu De Craene; Nicolas Duchateau; Alejandro F. Frangi

doi:10.1007/978-3-642-36961-2_16

Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing

Gemma Piella^*, Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Alejandro F. Frangi

^*Corresponding author for this work

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents motion and deformation quantification results obtained from synthetic and in vitro phantom data provided by the second cardiac Motion Analysis Challenge at STACOM-MICCAI. We applied the Temporal Diffeomorphic Free Form Deformation (TDFFD) algorithm to the datasets. This algorithm builds upon a diffeomorphic version of the FFD, to provide a 3D+t continuous and differentiable transform. The similarity metric includes a comparison between consecutive images, and between a reference and each of the following images. Motion and strain accuracy were evaluated on synthetic 3D ultrasound sequences with known ground truth motion. Experiments were also conducted on in vitro acquisitions.

Original language	English
Title of host publication	Statistical Atlases and Computational Models of the Heart
Subtitle of host publication	Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers
Pages	134-141
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-642-36961-2_16
Publication status	Published - 2013
Event	3rd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012 - Nice, France Duration: 5 Oct 2012 → 5 Oct 2012

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7746 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	3rd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012
Country/Territory	France
City	Nice
Period	5/10/12 → 5/10/12

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10.1007/978-3-642-36961-2_16

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Piella, G., Porras, A. R., De Craene, M., Duchateau, N., & Frangi, A. F. (2013). Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing. In Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers (pp. 134-141). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7746 LNCS). https://doi.org/10.1007/978-3-642-36961-2_16

Piella, Gemma ; Porras, Antonio R. ; De Craene, Mathieu et al. / Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing. Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers. 2013. pp. 134-141 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing",

abstract = "This paper presents motion and deformation quantification results obtained from synthetic and in vitro phantom data provided by the second cardiac Motion Analysis Challenge at STACOM-MICCAI. We applied the Temporal Diffeomorphic Free Form Deformation (TDFFD) algorithm to the datasets. This algorithm builds upon a diffeomorphic version of the FFD, to provide a 3D+t continuous and differentiable transform. The similarity metric includes a comparison between consecutive images, and between a reference and each of the following images. Motion and strain accuracy were evaluated on synthetic 3D ultrasound sequences with known ground truth motion. Experiments were also conducted on in vitro acquisitions.",

author = "Gemma Piella and Porras, {Antonio R.} and {De Craene}, Mathieu and Nicolas Duchateau and Frangi, {Alejandro F.}",

year = "2013",

doi = "10.1007/978-3-642-36961-2_16",

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pages = "134--141",

booktitle = "Statistical Atlases and Computational Models of the Heart",

note = "3rd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012 ; Conference date: 05-10-2012 Through 05-10-2012",

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Piella, G, Porras, AR, De Craene, M, Duchateau, N & Frangi, AF 2013, Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing. in Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7746 LNCS, pp. 134-141, 3rd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012, Nice, France, 5/10/12. https://doi.org/10.1007/978-3-642-36961-2_16

Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing. / Piella, Gemma; Porras, Antonio R.; De Craene, Mathieu et al.
Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers. 2013. p. 134-141 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7746 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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T1 - Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing

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AU - Porras, Antonio R.

AU - De Craene, Mathieu

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AU - Frangi, Alejandro F.

PY - 2013

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N2 - This paper presents motion and deformation quantification results obtained from synthetic and in vitro phantom data provided by the second cardiac Motion Analysis Challenge at STACOM-MICCAI. We applied the Temporal Diffeomorphic Free Form Deformation (TDFFD) algorithm to the datasets. This algorithm builds upon a diffeomorphic version of the FFD, to provide a 3D+t continuous and differentiable transform. The similarity metric includes a comparison between consecutive images, and between a reference and each of the following images. Motion and strain accuracy were evaluated on synthetic 3D ultrasound sequences with known ground truth motion. Experiments were also conducted on in vitro acquisitions.

AB - This paper presents motion and deformation quantification results obtained from synthetic and in vitro phantom data provided by the second cardiac Motion Analysis Challenge at STACOM-MICCAI. We applied the Temporal Diffeomorphic Free Form Deformation (TDFFD) algorithm to the datasets. This algorithm builds upon a diffeomorphic version of the FFD, to provide a 3D+t continuous and differentiable transform. The similarity metric includes a comparison between consecutive images, and between a reference and each of the following images. Motion and strain accuracy were evaluated on synthetic 3D ultrasound sequences with known ground truth motion. Experiments were also conducted on in vitro acquisitions.

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BT - Statistical Atlases and Computational Models of the Heart

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Piella G, Porras AR, De Craene M, Duchateau N, Frangi AF. Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing. In Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers. 2013. p. 134-141. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-36961-2_16

Temporal diffeomorphic free form deformation to quantify changes induced by left and right bundle branch block and pacing

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