Modelling Tumour Growth Patterns with Non-Rigid Image Registration

Andreas Mang; William R. Crum; Oscar Camara; Julia A. Schnabel; Gisele Brasil Caseiras; Thorsten M. Buzug; Hans R. Jäger; Tarek A. Yousry; David J. Hawkes

doi:10.1007/978-3-540-68764-1_23

Modelling Tumour Growth Patterns with Non-Rigid Image Registration

Andreas Mang, William R. Crum, Oscar Camara, Julia A. Schnabel, Gisele Brasil Caseiras, Thorsten M. Buzug, Hans R. Jäger, Tarek A. Yousry, David J. Hawkes

Institute of Medical Engineering

University of London

Abstract

We present a registration-based approach to model growth of glioma tumours seen in serial magnetic resonance imaging. Two state-of-the-art intensity-based non-rigid registration methods are investigated for their ability to compensate for the mass effect of the tumour. Both methods perform well and volume change estimates correlate well with manual delineation. However the complex structural and functional changes in glioma cannot be fully resolved by intensity-based methods due to the profound changes in morphology and appearance associated with glioma progression.

Original language	English
Title of host publication	Advances in Medical Engineering
Editors	Thorsten M. Buzug, Dietrich Holz, Jens Bongartz, Matthias Kohl-Bareis, Ulrich Hartmann, Simone Weber
Number of pages	6
Volume	114
Place of Publication	Berlin, Heidelberg
Publisher	Springer Berlin Heidelberg
Publication date	01.01.2007
Pages	139-144
ISBN (Print)	978-3-540-68763-4
ISBN (Electronic)	978-3-540-68764-1
DOIs	https://doi.org/10.1007/978-3-540-68764-1_23
Publication status	Published - 01.01.2007

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Mang, A., Crum, W. R., Camara, O., Schnabel, J. A., Caseiras, G. B., Buzug, T. M., Jäger, H. R., Yousry, T. A., & Hawkes, D. J. (2007). Modelling Tumour Growth Patterns with Non-Rigid Image Registration. In T. M. Buzug, D. Holz, J. Bongartz, M. Kohl-Bareis, U. Hartmann, & S. Weber (Eds.), Advances in Medical Engineering (Vol. 114, pp. 139-144). (Springer Proceedings in Physics; Vol. 114, No. 1). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-68764-1_23

Mang, Andreas ; Crum, William R. ; Camara, Oscar et al. / Modelling Tumour Growth Patterns with Non-Rigid Image Registration. Advances in Medical Engineering. editor / Thorsten M. Buzug ; Dietrich Holz ; Jens Bongartz ; Matthias Kohl-Bareis ; Ulrich Hartmann ; Simone Weber. Vol. 114 Berlin, Heidelberg : Springer Berlin Heidelberg, 2007. pp. 139-144 (Springer Proceedings in Physics; 1).

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title = "Modelling Tumour Growth Patterns with Non-Rigid Image Registration",

abstract = "We present a registration-based approach to model growth of glioma tumours seen in serial magnetic resonance imaging. Two state-of-the-art intensity-based non-rigid registration methods are investigated for their ability to compensate for the mass effect of the tumour. Both methods perform well and volume change estimates correlate well with manual delineation. However the complex structural and functional changes in glioma cannot be fully resolved by intensity-based methods due to the profound changes in morphology and appearance associated with glioma progression.",

author = "Andreas Mang and Crum, {William R.} and Oscar Camara and Schnabel, {Julia A.} and Caseiras, {Gisele Brasil} and Buzug, {Thorsten M.} and J{\"a}ger, {Hans R.} and Yousry, {Tarek A.} and Hawkes, {David J.}",

year = "2007",

month = jan,

day = "1",

doi = "10.1007/978-3-540-68764-1_23",

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isbn = "978-3-540-68763-4",

volume = "114",

series = "Springer Proceedings in Physics",

publisher = "Springer Berlin Heidelberg",

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pages = "139--144",

editor = "Buzug, {Thorsten M.} and Dietrich Holz and Jens Bongartz and Matthias Kohl-Bareis and Ulrich Hartmann and Simone Weber",

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Mang, A, Crum, WR, Camara, O, Schnabel, JA, Caseiras, GB, Buzug, TM, Jäger, HR, Yousry, TA & Hawkes, DJ 2007, Modelling Tumour Growth Patterns with Non-Rigid Image Registration. in TM Buzug, D Holz, J Bongartz, M Kohl-Bareis, U Hartmann & S Weber (eds), Advances in Medical Engineering. vol. 114, Springer Proceedings in Physics, no. 1, vol. 114, Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 139-144. https://doi.org/10.1007/978-3-540-68764-1_23

Modelling Tumour Growth Patterns with Non-Rigid Image Registration. / Mang, Andreas; Crum, William R.; Camara, Oscar et al.
Advances in Medical Engineering. ed. / Thorsten M. Buzug; Dietrich Holz; Jens Bongartz; Matthias Kohl-Bareis; Ulrich Hartmann; Simone Weber. Vol. 114 Berlin, Heidelberg: Springer Berlin Heidelberg, 2007. p. 139-144 (Springer Proceedings in Physics; Vol. 114, No. 1).

Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

TY - GEN

T1 - Modelling Tumour Growth Patterns with Non-Rigid Image Registration

AU - Mang, Andreas

AU - Crum, William R.

AU - Camara, Oscar

AU - Schnabel, Julia A.

AU - Caseiras, Gisele Brasil

AU - Buzug, Thorsten M.

AU - Jäger, Hans R.

AU - Yousry, Tarek A.

AU - Hawkes, David J.

PY - 2007/1/1

Y1 - 2007/1/1

N2 - We present a registration-based approach to model growth of glioma tumours seen in serial magnetic resonance imaging. Two state-of-the-art intensity-based non-rigid registration methods are investigated for their ability to compensate for the mass effect of the tumour. Both methods perform well and volume change estimates correlate well with manual delineation. However the complex structural and functional changes in glioma cannot be fully resolved by intensity-based methods due to the profound changes in morphology and appearance associated with glioma progression.

AB - We present a registration-based approach to model growth of glioma tumours seen in serial magnetic resonance imaging. Two state-of-the-art intensity-based non-rigid registration methods are investigated for their ability to compensate for the mass effect of the tumour. Both methods perform well and volume change estimates correlate well with manual delineation. However the complex structural and functional changes in glioma cannot be fully resolved by intensity-based methods due to the profound changes in morphology and appearance associated with glioma progression.

UR - https://www.researchgate.net/publication/227047053_Modelling_Tumour_Growth_Patterns_with_Non-Rigid_Image_Registration

U2 - 10.1007/978-3-540-68764-1_23

DO - 10.1007/978-3-540-68764-1_23

M3 - Conference contribution

SN - 978-3-540-68763-4

VL - 114

T3 - Springer Proceedings in Physics

SP - 139

EP - 144

BT - Advances in Medical Engineering

A2 - Buzug, Thorsten M.

A2 - Holz, Dietrich

A2 - Bongartz, Jens

A2 - Kohl-Bareis, Matthias

A2 - Hartmann, Ulrich

A2 - Weber, Simone

PB - Springer Berlin Heidelberg

CY - Berlin, Heidelberg

ER -

Mang A, Crum WR, Camara O, Schnabel JA, Caseiras GB, Buzug TM et al. Modelling Tumour Growth Patterns with Non-Rigid Image Registration. In Buzug TM, Holz D, Bongartz J, Kohl-Bareis M, Hartmann U, Weber S, editors, Advances in Medical Engineering. Vol. 114. Berlin, Heidelberg: Springer Berlin Heidelberg. 2007. p. 139-144. (Springer Proceedings in Physics; 1). doi: 10.1007/978-3-540-68764-1_23

Modelling Tumour Growth Patterns with Non-Rigid Image Registration

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