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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Grapho Publications, LLC
2016
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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. |
format | Online Article Text |
id | pubmed-6037929 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Grapho Publications, LLC |
record_format | MEDLINE/PubMed |
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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