Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy

M. E. Rettmann; A. Suzuki; A. J. Deisher; S. Wang; S. Hohmann; H. Konishi; H. I. Lehmann; J. J. Kruse; J. T. Cusma; L. K. Newman; K. D. Parker; M. G. Herman; D. L. Packer

doi:10.1117/12.2295439

Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy

M. E. Rettmann, A. Suzuki, A. J. Deisher, S. Wang, S. Hohmann, H. Konishi, H. I. Lehmann, J. J. Kruse, J. T. Cusma, L. K. Newman, K. D. Parker, M. G. Herman, D. L. Packer

Cardiovascular Medicine

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

2 Scopus citations

Abstract

Ventricular tachycardia is increasingly treated with ablation therapy, a technique in which catheters are guided into the ventricle and radiofrequency energy is delivered into the myocardial tissue to interrupt arrhythmic electrical pathways. Recent efforts have investigated the use of noninvasive external beam therapy for treatment of ventricular tachycardia where target regions are identified in the myocardium and treated using external beams. The relationship between the planned dose map and myocardial tissue change, however, has not yet been quantified. In this work, we use a deformable registration algorithm to align dose maps planned from baseline computed-Tomography scans to delayed contrast-enhanced magnetic resonance imaging scans taken at 4 week intervals following proton beam therapy. From this data, the relationship between the planned dose and image enhancement, which serves as a surrogate for tissue change, can be quantified.

Original language	English (US)
Title of host publication	Medical Imaging 2018
Subtitle of host publication	Image-Guided Procedures, Robotic Interventions, and Modeling
Editors	Baowei Fei, Robert J. Webster
Publisher	SPIE
ISBN (Electronic)	9781510616417
DOIs	https://doi.org/10.1117/12.2295439
State	Published - 2018
Event	Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling - Houston, United States Duration: Feb 12 2018 → Feb 15 2018

Publication series

Name	Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume	10576
ISSN (Print)	1605-7422

Other

Other	Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling
Country/Territory	United States
City	Houston
Period	2/12/18 → 2/15/18

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Biomaterials
Radiology Nuclear Medicine and imaging

Access to Document

10.1117/12.2295439

Cite this

Rettmann, M. E., Suzuki, A., Deisher, A. J., Wang, S., Hohmann, S., Konishi, H., Lehmann, H. I., Kruse, J. J., Cusma, J. T., Newman, L. K., Parker, K. D., Herman, M. G., & Packer, D. L. (2018). Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy. In B. Fei, & R. J. Webster (Eds.), Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling Article 105760G (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 10576). SPIE. https://doi.org/10.1117/12.2295439

Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy. / Rettmann, M. E.; Suzuki, A.; Deisher, A. J. et al.
Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. ed. / Baowei Fei; Robert J. Webster. SPIE, 2018. 105760G (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 10576).

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

Rettmann, ME, Suzuki, A, Deisher, AJ, Wang, S, Hohmann, S, Konishi, H, Lehmann, HI, Kruse, JJ, Cusma, JT, Newman, LK, Parker, KD, Herman, MG & Packer, DL 2018, Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy. in B Fei & RJ Webster (eds), Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling., 105760G, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 10576, SPIE, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling, Houston, United States, 2/12/18. https://doi.org/10.1117/12.2295439

Rettmann ME, Suzuki A, Deisher AJ, Wang S, Hohmann S, Konishi H et al. Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy. In Fei B, Webster RJ, editors, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE. 2018. 105760G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE). doi: 10.1117/12.2295439

Rettmann, M. E. ; Suzuki, A. ; Deisher, A. J. et al. / Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy. Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. editor / Baowei Fei ; Robert J. Webster. SPIE, 2018. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

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abstract = "Ventricular tachycardia is increasingly treated with ablation therapy, a technique in which catheters are guided into the ventricle and radiofrequency energy is delivered into the myocardial tissue to interrupt arrhythmic electrical pathways. Recent efforts have investigated the use of noninvasive external beam therapy for treatment of ventricular tachycardia where target regions are identified in the myocardium and treated using external beams. The relationship between the planned dose map and myocardial tissue change, however, has not yet been quantified. In this work, we use a deformable registration algorithm to align dose maps planned from baseline computed-Tomography scans to delayed contrast-enhanced magnetic resonance imaging scans taken at 4 week intervals following proton beam therapy. From this data, the relationship between the planned dose and image enhancement, which serves as a surrogate for tissue change, can be quantified.",

author = "Rettmann, {M. E.} and A. Suzuki and Deisher, {A. J.} and S. Wang and S. Hohmann and H. Konishi and Lehmann, {H. I.} and Kruse, {J. J.} and Cusma, {J. T.} and Newman, {L. K.} and Parker, {K. D.} and Herman, {M. G.} and Packer, {D. L.}",

note = "Funding Information: D.L. Packer receives research funding from the American Heart Association Foundation Award, Biosense Webster, Boston Scientific/EPT, CardioInsight, CardioFocus, Endosense, Hansen Medical, Medtronic CryoCth LP, NIH, St. Jude Medical, Siemens and Thermedical. Royalties from Wiley & Sons and St. Jude Medical. Publisher Copyright: {\textcopyright} 2018 SPIE.; Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling ; Conference date: 12-02-2018 Through 15-02-2018",

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AU - Herman, M. G.

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N2 - Ventricular tachycardia is increasingly treated with ablation therapy, a technique in which catheters are guided into the ventricle and radiofrequency energy is delivered into the myocardial tissue to interrupt arrhythmic electrical pathways. Recent efforts have investigated the use of noninvasive external beam therapy for treatment of ventricular tachycardia where target regions are identified in the myocardium and treated using external beams. The relationship between the planned dose map and myocardial tissue change, however, has not yet been quantified. In this work, we use a deformable registration algorithm to align dose maps planned from baseline computed-Tomography scans to delayed contrast-enhanced magnetic resonance imaging scans taken at 4 week intervals following proton beam therapy. From this data, the relationship between the planned dose and image enhancement, which serves as a surrogate for tissue change, can be quantified.

AB - Ventricular tachycardia is increasingly treated with ablation therapy, a technique in which catheters are guided into the ventricle and radiofrequency energy is delivered into the myocardial tissue to interrupt arrhythmic electrical pathways. Recent efforts have investigated the use of noninvasive external beam therapy for treatment of ventricular tachycardia where target regions are identified in the myocardium and treated using external beams. The relationship between the planned dose map and myocardial tissue change, however, has not yet been quantified. In this work, we use a deformable registration algorithm to align dose maps planned from baseline computed-Tomography scans to delayed contrast-enhanced magnetic resonance imaging scans taken at 4 week intervals following proton beam therapy. From this data, the relationship between the planned dose and image enhancement, which serves as a surrogate for tissue change, can be quantified.

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Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy

Abstract

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