Design and initial evaluation of a treatment planning software system for MRI-guided laser ablation in the brain

Purpose    An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was designed to provide a streamlined and operator-friendly graphical user interface (GUI) for simulating and visualizing potential outcomes...

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Published inInternational journal for computer assisted radiology and surgery Vol. 9; no. 4; pp. 659 - 667
Main Authors Yeniaras, E., Fuentes, D. T., Fahrenholtz, S. J., Weinberg, J. S., Maier, F., Hazle, J. D., Stafford, R. J.
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2014
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Abstract Purpose    An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was designed to provide a streamlined and operator-friendly graphical user interface (GUI) for simulating and visualizing potential outcomes of various treatment scenarios to aid in decisions on treatment approach or feasibility. Methods    A portable software module was developed on the 3D Slicer platform, an open-source medical imaging and visualization framework. The module introduces an interactive GUI for investigating different laser positions and power settings as well as the influence of patient-specific tissue properties for quickly creating and evaluating custom treatment options. It also provides a common treatment planning interface for use by both open-source and commercial finite element solvers. In this study, an open-source finite element solver for Pennes’ bioheat equation is interfaced to the module to provide rapid 3D estimates of the steady-state temperature distribution and potential tissue damage in the presence of patient-specific tissue boundary conditions identified on segmented MR images. Results    The total time to initialize and simulate an MRgLITT procedure using the GUI was < 5 min. Each independent simulation took < 30 s, including the time to visualize the results fused with the planning MRI. For demonstration purposes, a simulated steady-state isotherm contour ( 57 ∘ C ) was correlated with MR temperature imaging ( N  = 5). The mean Hausdorff distance between simulated and actual contours was 2.0 mm ( σ = 0.4 mm ) , whereas the mean Dice similarity coefficient was 0.93 ( σ = 0.026 ) . Conclusions    We have designed, implemented, and conducted initial feasibility evaluations of a software tool for intuitive and rapid planning of MRgLITT in brain. The retrospective in vivo dataset presented herein illustrates the feasibility and potential of incorporating fast, image-based bioheat predictions into an interactive virtual planning environment for such procedures.
AbstractList PURPOSEAn open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was designed to provide a streamlined and operator-friendly graphical user interface (GUI) for simulating and visualizing potential outcomes of various treatment scenarios to aid in decisions on treatment approach or feasibility. METHODSA portable software module was developed on the 3D Slicer platform, an open-source medical imaging and visualization framework. The module introduces an interactive GUI for investigating different laser positions and power settings as well as the influence of patient-specific tissue properties for quickly creating and evaluating custom treatment options. It also provides a common treatment planning interface for use by both open-source and commercial finite element solvers. In this study, an open-source finite element solver for Pennes' bioheat equation is interfaced to the module to provide rapid 3D estimates of the steady-state temperature distribution and potential tissue damage in the presence of patient-specific tissue boundary conditions identified on segmented MR images. RESULTSThe total time to initialize and simulate an MRgLITT procedure using the GUI was [Formula: see text]5 min. Each independent simulation took [Formula: see text]30 s, including the time to visualize the results fused with the planning MRI. For demonstration purposes, a simulated steady-state isotherm contour [Formula: see text] was correlated with MR temperature imaging (N = 5). The mean Hausdorff distance between simulated and actual contours was 2.0 mm [Formula: see text], whereas the mean Dice similarity coefficient was 0.93 [Formula: see text]. CONCLUSIONSWe have designed, implemented, and conducted initial feasibility evaluations of a software tool for intuitive and rapid planning of MRgLITT in brain. The retrospective in vivo dataset presented herein illustrates the feasibility and potential of incorporating fast, image-based bioheat predictions into an interactive virtual planning environment for such procedures.
An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was designed to provide a streamlined and operator-friendly graphical user interface (GUI) for simulating and visualizing potential outcomes of various treatment scenarios to aid in decisions on treatment approach or feasibility. A portable software module was developed on the 3D Slicer platform, an open-source medical imaging and visualization framework. The module introduces an interactive GUI for investigating different laser positions and power settings as well as the influence of patient-specific tissue properties for quickly creating and evaluating custom treatment options. It also provides a common treatment planning interface for use by both open-source and commercial finite element solvers. In this study, an open-source finite element solver for Pennes' bioheat equation is interfaced to the module to provide rapid 3D estimates of the steady-state temperature distribution and potential tissue damage in the presence of patient-specific tissue boundary conditions identified on segmented MR images. The total time to initialize and simulate an MRgLITT procedure using the GUI was [Formula: see text]5 min. Each independent simulation took [Formula: see text]30 s, including the time to visualize the results fused with the planning MRI. For demonstration purposes, a simulated steady-state isotherm contour [Formula: see text] was correlated with MR temperature imaging (N = 5). The mean Hausdorff distance between simulated and actual contours was 2.0 mm [Formula: see text], whereas the mean Dice similarity coefficient was 0.93 [Formula: see text]. We have designed, implemented, and conducted initial feasibility evaluations of a software tool for intuitive and rapid planning of MRgLITT in brain. The retrospective in vivo dataset presented herein illustrates the feasibility and potential of incorporating fast, image-based bioheat predictions into an interactive virtual planning environment for such procedures.
Purpose    An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was designed to provide a streamlined and operator-friendly graphical user interface (GUI) for simulating and visualizing potential outcomes of various treatment scenarios to aid in decisions on treatment approach or feasibility. Methods    A portable software module was developed on the 3D Slicer platform, an open-source medical imaging and visualization framework. The module introduces an interactive GUI for investigating different laser positions and power settings as well as the influence of patient-specific tissue properties for quickly creating and evaluating custom treatment options. It also provides a common treatment planning interface for use by both open-source and commercial finite element solvers. In this study, an open-source finite element solver for Pennes’ bioheat equation is interfaced to the module to provide rapid 3D estimates of the steady-state temperature distribution and potential tissue damage in the presence of patient-specific tissue boundary conditions identified on segmented MR images. Results    The total time to initialize and simulate an MRgLITT procedure using the GUI was < 5 min. Each independent simulation took < 30 s, including the time to visualize the results fused with the planning MRI. For demonstration purposes, a simulated steady-state isotherm contour ( 57 ∘ C ) was correlated with MR temperature imaging ( N  = 5). The mean Hausdorff distance between simulated and actual contours was 2.0 mm ( σ = 0.4 mm ) , whereas the mean Dice similarity coefficient was 0.93 ( σ = 0.026 ) . Conclusions    We have designed, implemented, and conducted initial feasibility evaluations of a software tool for intuitive and rapid planning of MRgLITT in brain. The retrospective in vivo dataset presented herein illustrates the feasibility and potential of incorporating fast, image-based bioheat predictions into an interactive virtual planning environment for such procedures.
Author Hazle, J. D.
Yeniaras, E.
Fuentes, D. T.
Fahrenholtz, S. J.
Maier, F.
Weinberg, J. S.
Stafford, R. J.
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  organization: Department of Imaging Physics, The University of Texas MD Anderson Cancer Center
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  fullname: Stafford, R. J.
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  organization: Department of Imaging Physics, The University of Texas MD Anderson Cancer Center
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Keywords Planning software
3D Slicer
MRI guidance
Treatment simulation
Laser-induced thermal therapy
Tissue ablation
Language English
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PublicationSubtitle A journal for interdisciplinary research, development and applications of image guided diagnosis and therapy
PublicationTitle International journal for computer assisted radiology and surgery
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PublicationYear 2014
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Snippet Purpose    An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system...
An open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was...
PURPOSEAn open-source software system for planning magnetic resonance (MR)-guided laser-induced thermal therapy (MRgLITT) in brain is presented. The system was...
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crossref
pubmed
springer
SourceType Aggregation Database
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Publisher
StartPage 659
SubjectTerms Brain - surgery
Computer Imaging
Computer Science
Health Informatics
Humans
Imaging
Laser Therapy - methods
Magnetic Resonance Imaging - methods
Medicine
Medicine & Public Health
Original Article
Pattern Recognition and Graphics
Radiology
Retrospective Studies
Software
Surgery
Vision
Title Design and initial evaluation of a treatment planning software system for MRI-guided laser ablation in the brain
URI https://link.springer.com/article/10.1007/s11548-013-0948-x
https://www.ncbi.nlm.nih.gov/pubmed/24091853
https://search.proquest.com/docview/1543283070
Volume 9
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