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A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology

Quantitative imaging biomarkers are increasingly used in both oncology clinical trials and clinical practice aid evaluation of tumor response to novel therapies. To obtain these biomarkers, and to ensure smooth clinical adoption once they have been validated, it is critical to develop reliable compu...

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Detalles Bibliográficos
Autores principales: Yang, Hao, Schwartz, Lawrence H., Zhao, Binsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037929/
https://www.ncbi.nlm.nih.gov/pubmed/30042969
http://dx.doi.org/10.18383/j.tom.2016.00223
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author Yang, Hao
Schwartz, Lawrence H.
Zhao, Binsheng
author_facet Yang, Hao
Schwartz, Lawrence H.
Zhao, Binsheng
author_sort Yang, Hao
collection PubMed
description Quantitative imaging biomarkers are increasingly used in both oncology clinical trials and clinical practice aid evaluation of tumor response to novel therapies. To obtain these biomarkers, and to ensure smooth clinical adoption once they have been validated, it is critical to develop reliable computer-aided methods and a workflow-efficient imaging platform for integration in research and clinical settings. Here, we present a volumetric response assessment system developed based on an open-source image-viewing platform (WEASIS). Our response assessment system is designed using the Model–View–Controller concept, and it offers standard image-viewing and -manipulation functions, efficient tumor segmentation and quantification algorithms, and a reliable database containing tumor segmentation and measurement results. This prototype system is currently used in our research laboratory to foster the development and validation of new quantitative imaging biomarkers including the volumetric computed tomography technique as a more accurate and early assessment method of solid tumor response to targeted therapy and immunotherapy.
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spelling pubmed-60379292018-07-24 A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology Yang, Hao Schwartz, Lawrence H. Zhao, Binsheng Tomography Research Articles Quantitative imaging biomarkers are increasingly used in both oncology clinical trials and clinical practice aid evaluation of tumor response to novel therapies. To obtain these biomarkers, and to ensure smooth clinical adoption once they have been validated, it is critical to develop reliable computer-aided methods and a workflow-efficient imaging platform for integration in research and clinical settings. Here, we present a volumetric response assessment system developed based on an open-source image-viewing platform (WEASIS). Our response assessment system is designed using the Model–View–Controller concept, and it offers standard image-viewing and -manipulation functions, efficient tumor segmentation and quantification algorithms, and a reliable database containing tumor segmentation and measurement results. This prototype system is currently used in our research laboratory to foster the development and validation of new quantitative imaging biomarkers including the volumetric computed tomography technique as a more accurate and early assessment method of solid tumor response to targeted therapy and immunotherapy. Grapho Publications, LLC 2016-12 /pmc/articles/PMC6037929/ /pubmed/30042969 http://dx.doi.org/10.18383/j.tom.2016.00223 Text en © 2016 The Authors. Published by Grapho Publications, LLC https://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Articles
Yang, Hao
Schwartz, Lawrence H.
Zhao, Binsheng
A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title_full A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title_fullStr A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title_full_unstemmed A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title_short A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology
title_sort response assessment platform for development and validation of imaging biomarkers in oncology
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037929/
https://www.ncbi.nlm.nih.gov/pubmed/30042969
http://dx.doi.org/10.18383/j.tom.2016.00223
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