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SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization

PURPOSE: We present SlicerDMRI, an open-source software suite that enables research using diffusion magnetic resonance imaging (dMRI), the only modality that can map the white matter connections of the living human brain. SlicerDMRI enables analysis and visualization of dMRI data and is aimed at the...

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Autores principales: Zhang, Fan, Noh, Thomas, Juvekar, Parikshit, Frisken, Sarah F., Rigolo, Laura, Norton, Isaiah, Kapur, Tina, Pujol, Sonia, Wells, William, Yarmarkovich, Alex, Kindlmann, Gordon, Wassermann, Demian, San Jose Estepar, Raul, Rathi, Yogesh, Kikinis, Ron, Johnson, Hans J., Westin, Carl-Fredrik, Pieper, Steve, Golby, Alexandra J., O’Donnell, Lauren J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Clinical Oncology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7113081/
https://www.ncbi.nlm.nih.gov/pubmed/32216636
http://dx.doi.org/10.1200/CCI.19.00141
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author Zhang, Fan
Noh, Thomas
Juvekar, Parikshit
Frisken, Sarah F.
Rigolo, Laura
Norton, Isaiah
Kapur, Tina
Pujol, Sonia
Wells, William
Yarmarkovich, Alex
Kindlmann, Gordon
Wassermann, Demian
San Jose Estepar, Raul
Rathi, Yogesh
Kikinis, Ron
Johnson, Hans J.
Westin, Carl-Fredrik
Pieper, Steve
Golby, Alexandra J.
O’Donnell, Lauren J.
author_facet Zhang, Fan
Noh, Thomas
Juvekar, Parikshit
Frisken, Sarah F.
Rigolo, Laura
Norton, Isaiah
Kapur, Tina
Pujol, Sonia
Wells, William
Yarmarkovich, Alex
Kindlmann, Gordon
Wassermann, Demian
San Jose Estepar, Raul
Rathi, Yogesh
Kikinis, Ron
Johnson, Hans J.
Westin, Carl-Fredrik
Pieper, Steve
Golby, Alexandra J.
O’Donnell, Lauren J.
author_sort Zhang, Fan
collection PubMed
description PURPOSE: We present SlicerDMRI, an open-source software suite that enables research using diffusion magnetic resonance imaging (dMRI), the only modality that can map the white matter connections of the living human brain. SlicerDMRI enables analysis and visualization of dMRI data and is aimed at the needs of clinical research users. SlicerDMRI is built upon and deeply integrated with 3D Slicer, a National Institutes of Health–supported open-source platform for medical image informatics, image processing, and three-dimensional visualization. Integration with 3D Slicer provides many features of interest to cancer researchers, such as real-time integration with neuronavigation equipment, intraoperative imaging modalities, and multimodal data fusion. One key application of SlicerDMRI is in neurosurgery research, where brain mapping using dMRI can provide patient-specific maps of critical brain connections as well as insight into the tissue microstructure that surrounds brain tumors. PATIENTS AND METHODS: In this article, we focus on a demonstration of SlicerDMRI as an informatics tool to enable end-to-end dMRI analyses in two retrospective imaging data sets from patients with high-grade glioma. Analyses demonstrated here include conventional diffusion tensor analysis, advanced multifiber tractography, automated identification of critical fiber tracts, and integration of multimodal imagery with dMRI. RESULTS: We illustrate the ability of SlicerDMRI to perform both conventional and advanced dMRI analyses as well as to enable multimodal image analysis and visualization. We provide an overview of the clinical rationale for each analysis along with pointers to the SlicerDMRI tools used in each. CONCLUSION: SlicerDMRI provides open-source and clinician-accessible research software tools for dMRI analysis. SlicerDMRI is available for easy automated installation through the 3D Slicer Extension Manager.
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spelling pubmed-71130812021-03-27 SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization Zhang, Fan Noh, Thomas Juvekar, Parikshit Frisken, Sarah F. Rigolo, Laura Norton, Isaiah Kapur, Tina Pujol, Sonia Wells, William Yarmarkovich, Alex Kindlmann, Gordon Wassermann, Demian San Jose Estepar, Raul Rathi, Yogesh Kikinis, Ron Johnson, Hans J. Westin, Carl-Fredrik Pieper, Steve Golby, Alexandra J. O’Donnell, Lauren J. JCO Clin Cancer Inform ORIGINAL REPORTS PURPOSE: We present SlicerDMRI, an open-source software suite that enables research using diffusion magnetic resonance imaging (dMRI), the only modality that can map the white matter connections of the living human brain. SlicerDMRI enables analysis and visualization of dMRI data and is aimed at the needs of clinical research users. SlicerDMRI is built upon and deeply integrated with 3D Slicer, a National Institutes of Health–supported open-source platform for medical image informatics, image processing, and three-dimensional visualization. Integration with 3D Slicer provides many features of interest to cancer researchers, such as real-time integration with neuronavigation equipment, intraoperative imaging modalities, and multimodal data fusion. One key application of SlicerDMRI is in neurosurgery research, where brain mapping using dMRI can provide patient-specific maps of critical brain connections as well as insight into the tissue microstructure that surrounds brain tumors. PATIENTS AND METHODS: In this article, we focus on a demonstration of SlicerDMRI as an informatics tool to enable end-to-end dMRI analyses in two retrospective imaging data sets from patients with high-grade glioma. Analyses demonstrated here include conventional diffusion tensor analysis, advanced multifiber tractography, automated identification of critical fiber tracts, and integration of multimodal imagery with dMRI. RESULTS: We illustrate the ability of SlicerDMRI to perform both conventional and advanced dMRI analyses as well as to enable multimodal image analysis and visualization. We provide an overview of the clinical rationale for each analysis along with pointers to the SlicerDMRI tools used in each. CONCLUSION: SlicerDMRI provides open-source and clinician-accessible research software tools for dMRI analysis. SlicerDMRI is available for easy automated installation through the 3D Slicer Extension Manager. American Society of Clinical Oncology 2020-03-27 /pmc/articles/PMC7113081/ /pubmed/32216636 http://dx.doi.org/10.1200/CCI.19.00141 Text en © 2020 by American Society of Clinical Oncology https://creativecommons.org/licenses/by/4.0/ Licensed under the Creative Commons Attribution 4.0 License: https://creativecommons.org/licenses/by/4.0/
spellingShingle ORIGINAL REPORTS
Zhang, Fan
Noh, Thomas
Juvekar, Parikshit
Frisken, Sarah F.
Rigolo, Laura
Norton, Isaiah
Kapur, Tina
Pujol, Sonia
Wells, William
Yarmarkovich, Alex
Kindlmann, Gordon
Wassermann, Demian
San Jose Estepar, Raul
Rathi, Yogesh
Kikinis, Ron
Johnson, Hans J.
Westin, Carl-Fredrik
Pieper, Steve
Golby, Alexandra J.
O’Donnell, Lauren J.
SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title_full SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title_fullStr SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title_full_unstemmed SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title_short SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization
title_sort slicerdmri: diffusion mri and tractography research software for brain cancer surgery planning and visualization
topic ORIGINAL REPORTS
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7113081/
https://www.ncbi.nlm.nih.gov/pubmed/32216636
http://dx.doi.org/10.1200/CCI.19.00141
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