Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data

Alexander Schmidt-Richberg; J. Ehrhardt; R. Werner; H. Handels

doi:10.1007/978-3-642-03882-2_565

Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data

Alexander Schmidt-Richberg, J. Ehrhardt, R. Werner, H. Handels

Institut für Medizinische Informatik

4 Zitate (Scopus)

Abstract

The estimation of respiratory lung motion is a basic precondition for the analysis of breathing dynamics and its impact on radiotherapeutic treatment of lung tumors. For this purpose, a common approach is to perform a non-linear registration of the time frames of 4D image data. In this work, we present an evaluation study of different distance measures and force terms respectively that are used for the registration of thoracic CT images. Hereby, we focus on comparing force terms related to Thirion's demons registration with forces derived from the Sum of Squared Differences (SSD). We show that Thirion-based forces generally outperform the SSD term with respect to target registration error (TRE). For the majority of the tested image data, active demon forces provide the best results for the registration of thoracic CT images.

Originalsprache	Englisch
Titel	World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
Seitenumfang	4
Band	25/4
Erscheinungsort	Berlin, Heidelberg
Herausgeber (Verlag)	Springer Verlag
Erscheinungsdatum	01.12.2009
Seiten	2128-2131
ISBN (Print)	978-3-642-03881-5
ISBN (elektronisch)	978-3-642-03882-2
DOIs	https://doi.org/10.1007/978-3-642-03882-2_565
Publikationsstatus	Veröffentlicht - 01.12.2009
Veranstaltung	World Congress on Medical Physics and Biomedical Engineering: Diagnostic Imaging 2009 - Munich , Deutschland Dauer: 07.09.2009 → 12.09.2009 Konferenznummer: 81644

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

SDG 3 – Gesundheit und Wohlergehen
SDG 9 – Industrie, Innovation und Infrastruktur

Dokumente

10.1007/978-3-642-03882-2_565

Weitere Links

https://www.scopus.com/pages/publications/77950231557

Zitieren

Schmidt-Richberg, A., Ehrhardt, J., Werner, R., & Handels, H. (2009). Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data. in World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany (Band 25/4, S. 2128-2131). (IFMBE Proceedings; Band 25, Nr. 4). Springer Verlag. https://doi.org/10.1007/978-3-642-03882-2_565

Schmidt-Richberg, Alexander ; Ehrhardt, J. ; Werner, R. et al. / Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Band 25/4 Berlin, Heidelberg : Springer Verlag, 2009. S. 2128-2131 (IFMBE Proceedings; 4).

@inproceedings{b6e203040ef149bd9f19ea1d8d2570f4,

title = "Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data",

abstract = "The estimation of respiratory lung motion is a basic precondition for the analysis of breathing dynamics and its impact on radiotherapeutic treatment of lung tumors. For this purpose, a common approach is to perform a non-linear registration of the time frames of 4D image data. In this work, we present an evaluation study of different distance measures and force terms respectively that are used for the registration of thoracic CT images. Hereby, we focus on comparing force terms related to Thirion's demons registration with forces derived from the Sum of Squared Differences (SSD). We show that Thirion-based forces generally outperform the SSD term with respect to target registration error (TRE). For the majority of the tested image data, active demon forces provide the best results for the registration of thoracic CT images.",

author = "Alexander Schmidt-Richberg and J. Ehrhardt and R. Werner and H. Handels",

year = "2009",

month = dec,

day = "1",

doi = "10.1007/978-3-642-03882-2\_565",

language = "English",

isbn = "978-3-642-03881-5",

volume = "25/4",

series = "IFMBE Proceedings",

publisher = "Springer Verlag",

number = "4",

pages = "2128--2131",

booktitle = "World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany",

note = "World Congress on Medical Physics and Biomedical Engineering: Diagnostic Imaging ; Conference date: 07-09-2009 Through 12-09-2009",

}

Schmidt-Richberg, A, Ehrhardt, J, Werner, R & Handels, H 2009, Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data. in World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Bd. 25/4, IFMBE Proceedings, Nr. 4, Bd. 25, Springer Verlag, Berlin, Heidelberg, S. 2128-2131, World Congress on Medical Physics and Biomedical Engineering: Diagnostic Imaging 2009
, Munich , Bayern, Deutschland, 07.09.09. https://doi.org/10.1007/978-3-642-03882-2_565

Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data. / Schmidt-Richberg, Alexander; Ehrhardt, J.; Werner, R. et al.
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Band 25/4 Berlin, Heidelberg: Springer Verlag, 2009. S. 2128-2131 (IFMBE Proceedings; Band 25, Nr. 4).

Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data

AU - Schmidt-Richberg, Alexander

AU - Ehrhardt, J.

AU - Werner, R.

AU - Handels, H.

N1 - Conference code: 81644

PY - 2009/12/1

Y1 - 2009/12/1

N2 - The estimation of respiratory lung motion is a basic precondition for the analysis of breathing dynamics and its impact on radiotherapeutic treatment of lung tumors. For this purpose, a common approach is to perform a non-linear registration of the time frames of 4D image data. In this work, we present an evaluation study of different distance measures and force terms respectively that are used for the registration of thoracic CT images. Hereby, we focus on comparing force terms related to Thirion's demons registration with forces derived from the Sum of Squared Differences (SSD). We show that Thirion-based forces generally outperform the SSD term with respect to target registration error (TRE). For the majority of the tested image data, active demon forces provide the best results for the registration of thoracic CT images.

AB - The estimation of respiratory lung motion is a basic precondition for the analysis of breathing dynamics and its impact on radiotherapeutic treatment of lung tumors. For this purpose, a common approach is to perform a non-linear registration of the time frames of 4D image data. In this work, we present an evaluation study of different distance measures and force terms respectively that are used for the registration of thoracic CT images. Hereby, we focus on comparing force terms related to Thirion's demons registration with forces derived from the Sum of Squared Differences (SSD). We show that Thirion-based forces generally outperform the SSD term with respect to target registration error (TRE). For the majority of the tested image data, active demon forces provide the best results for the registration of thoracic CT images.

UR - https://www.scopus.com/pages/publications/77950231557

U2 - 10.1007/978-3-642-03882-2_565

DO - 10.1007/978-3-642-03882-2_565

M3 - Conference contribution

SN - 978-3-642-03881-5

VL - 25/4

T3 - IFMBE Proceedings

SP - 2128

EP - 2131

BT - World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany

PB - Springer Verlag

CY - Berlin, Heidelberg

T2 - World Congress on Medical Physics and Biomedical Engineering: Diagnostic Imaging

Y2 - 7 September 2009 through 12 September 2009

ER -

Schmidt-Richberg A, Ehrhardt J, Werner R, Handels H. Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data. in World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Band 25/4. Berlin, Heidelberg: Springer Verlag. 2009. S. 2128-2131. (IFMBE Proceedings; 4). doi: 10.1007/978-3-642-03882-2_565

Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data

Abstract

UN SDGs

Dokumente

Weitere Links

Fingerprint

Zitieren