Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images

Coert Metz; Michiel Schaap; Stefan Klein; Lisan Neefjes; Ermanno Capuano; Carl Schultz; Robert Jan van Geuns; PWJC (Patrick) Serruys; Theo van Walsum; Wiro Niessen

doi:10.1007/978-3-642-04268-3_46

Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images

Coert Metz
, Michiel Schaap
, Stefan Klein
, Lisan Neefjes
, Ermanno Capuano
, Carl Schultz
, Robert Jan van Geuns
, PWJC (Patrick) Serruys
, Theo van Walsum
, Wiro Niessen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

28 Citations (Scopus)

Abstract

We present an approach to derive patient specific corollary models from ECG-gated CTA data and their application for the alignment of CTA with mono-plane X-ray imaging during interventional cardiology. A 4D (3D+t) deformation model of the coronary arteries is derived by (i) extraction of a 3D coronary model at an appropriate cardiac phase and (ii) non-rigid registration of the CTA images at different ISM phases to obtain a, deformation model. The resulting 4D corollary model is aligned with the X-ray data using a novel 2D+t/3D+t; registration approach. Model consistency and accuracy is evaluated using manually annotated coronary centerlines at systole and diastole as reference. Improvement of registration robustness by using the 2D+t/3D+t; registration is successfully demonstrated by comparison of the actual X-ray cardiac phase with the automatically determined best matching phase in the 4D coronary model.

Original language	English
Title of host publication	Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I
Editors	Guang-Zhong Yang , David Hawkes , Daniel Rueckert , Alison Noble , Chris Taylor
Publisher	Springer
Pages	369-376
Number of pages	7
ISBN (Print)	9783642042676
DOIs	https://doi.org/10.1007/978-3-642-04268-3_46
Publication status	Published - 2009
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	5761
ISSN (Print)	0302-9743

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Metz, C., Schaap, M., Klein, S., Neefjes, L., Capuano, E., Schultz, C., van Geuns, R. J., Serruys, PWJC., van Walsum, T., & Niessen, W. (2009). Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images. In G.-Z. Yang , D. Hawkes , D. Rueckert , A. Noble , & C. Taylor (Eds.), Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I (pp. 369-376). (Lecture Notes in Computer Science; Vol. 5761). Springer. https://doi.org/10.1007/978-3-642-04268-3_46

Metz, Coert ; Schaap, Michiel ; Klein, Stefan et al. / Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I. editor / Guang-Zhong Yang ; David Hawkes ; Daniel Rueckert ; Alison Noble ; Chris Taylor. Springer, 2009. pp. 369-376 (Lecture Notes in Computer Science).

@inproceedings{2835671e8b7049bfa3d4904e46c27d70,

title = "Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images",

abstract = "We present an approach to derive patient specific corollary models from ECG-gated CTA data and their application for the alignment of CTA with mono-plane X-ray imaging during interventional cardiology. A 4D (3D+t) deformation model of the coronary arteries is derived by (i) extraction of a 3D coronary model at an appropriate cardiac phase and (ii) non-rigid registration of the CTA images at different ISM phases to obtain a, deformation model. The resulting 4D corollary model is aligned with the X-ray data using a novel 2D+t/3D+t; registration approach. Model consistency and accuracy is evaluated using manually annotated coronary centerlines at systole and diastole as reference. Improvement of registration robustness by using the 2D+t/3D+t; registration is successfully demonstrated by comparison of the actual X-ray cardiac phase with the automatically determined best matching phase in the 4D coronary model.",

author = "Coert Metz and Michiel Schaap and Stefan Klein and Lisan Neefjes and Ermanno Capuano and Carl Schultz and \{van Geuns\}, \{Robert Jan\} and Serruys, \{PWJC (Patrick)\} and \{van Walsum\}, Theo and Wiro Niessen",

year = "2009",

doi = "10.1007/978-3-642-04268-3\_46",

language = "English",

isbn = "9783642042676",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "369--376",

editor = "\{Yang \}, \{Guang-Zhong \} and \{Hawkes \}, \{David \} and \{Rueckert \}, \{Daniel \} and \{Noble \}, \{Alison \} and Taylor, \{Chris \}",

booktitle = "Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I",

}

Metz, C, Schaap, M, Klein, S, Neefjes, L, Capuano, E, Schultz, C, van Geuns, RJ, Serruys, PWJC, van Walsum, T & Niessen, W 2009, Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images. in G-Z Yang , D Hawkes , D Rueckert , A Noble & C Taylor (eds), Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I. Lecture Notes in Computer Science, vol. 5761, Springer, pp. 369-376. https://doi.org/10.1007/978-3-642-04268-3_46

Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images. / Metz, Coert; Schaap, Michiel; Klein, Stefan et al.
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I. ed. / Guang-Zhong Yang ; David Hawkes ; Daniel Rueckert ; Alison Noble ; Chris Taylor. Springer, 2009. p. 369-376 (Lecture Notes in Computer Science; Vol. 5761).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

TY - GEN

T1 - Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images

AU - Metz, Coert

AU - Schaap, Michiel

AU - Klein, Stefan

AU - Neefjes, Lisan

AU - Capuano, Ermanno

AU - Schultz, Carl

AU - van Geuns, Robert Jan

AU - Serruys, PWJC (Patrick)

AU - van Walsum, Theo

AU - Niessen, Wiro

PY - 2009

Y1 - 2009

N2 - We present an approach to derive patient specific corollary models from ECG-gated CTA data and their application for the alignment of CTA with mono-plane X-ray imaging during interventional cardiology. A 4D (3D+t) deformation model of the coronary arteries is derived by (i) extraction of a 3D coronary model at an appropriate cardiac phase and (ii) non-rigid registration of the CTA images at different ISM phases to obtain a, deformation model. The resulting 4D corollary model is aligned with the X-ray data using a novel 2D+t/3D+t; registration approach. Model consistency and accuracy is evaluated using manually annotated coronary centerlines at systole and diastole as reference. Improvement of registration robustness by using the 2D+t/3D+t; registration is successfully demonstrated by comparison of the actual X-ray cardiac phase with the automatically determined best matching phase in the 4D coronary model.

AB - We present an approach to derive patient specific corollary models from ECG-gated CTA data and their application for the alignment of CTA with mono-plane X-ray imaging during interventional cardiology. A 4D (3D+t) deformation model of the coronary arteries is derived by (i) extraction of a 3D coronary model at an appropriate cardiac phase and (ii) non-rigid registration of the CTA images at different ISM phases to obtain a, deformation model. The resulting 4D corollary model is aligned with the X-ray data using a novel 2D+t/3D+t; registration approach. Model consistency and accuracy is evaluated using manually annotated coronary centerlines at systole and diastole as reference. Improvement of registration robustness by using the 2D+t/3D+t; registration is successfully demonstrated by comparison of the actual X-ray cardiac phase with the automatically determined best matching phase in the 4D coronary model.

U2 - 10.1007/978-3-642-04268-3_46

DO - 10.1007/978-3-642-04268-3_46

M3 - Conference contribution

SN - 9783642042676

T3 - Lecture Notes in Computer Science

SP - 369

EP - 376

BT - Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I

A2 - Yang , Guang-Zhong

A2 - Hawkes , David

A2 - Rueckert , Daniel

A2 - Noble , Alison

A2 - Taylor, Chris

PB - Springer

ER -

Metz C, Schaap M, Klein S, Neefjes L, Capuano E, Schultz C et al. Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images. In Yang GZ, Hawkes D, Rueckert D, Noble A, Taylor C, editors, Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I. Springer. 2009. p. 369-376. (Lecture Notes in Computer Science). doi: 10.1007/978-3-642-04268-3_46

Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images

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