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Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT)
Imaging has become an invaluable tool in preclinical research for its capability to non-invasively detect and monitor disease and assess treatment response. With the increased use of preclinical imaging, large volumes of image data are being generated requiring critical data management tools. Due to...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228304/ https://www.ncbi.nlm.nih.gov/pubmed/35736865 http://dx.doi.org/10.3390/tomography8030117 |
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author | Pemmaraju, Rahul Minahan, Robert Wang, Elise Schadl, Kornel Daldrup-Link, Heike Habte, Frezghi |
author_facet | Pemmaraju, Rahul Minahan, Robert Wang, Elise Schadl, Kornel Daldrup-Link, Heike Habte, Frezghi |
author_sort | Pemmaraju, Rahul |
collection | PubMed |
description | Imaging has become an invaluable tool in preclinical research for its capability to non-invasively detect and monitor disease and assess treatment response. With the increased use of preclinical imaging, large volumes of image data are being generated requiring critical data management tools. Due to proprietary issues and continuous technology development, preclinical images, unlike DICOM-based images, are often stored in an unstructured data file in company-specific proprietary formats. This limits the available DICOM-based image management database to be effectively used for preclinical applications. A centralized image registry and management tool is essential for advances in preclinical imaging research. Specifically, such tools may have a high impact in generating large image datasets for the evolving artificial intelligence applications and performing retrospective analyses of previously acquired images. In this study, a web-based server application is developed to address some of these issues. The application is designed to reflect the actual experimentation workflow maintaining detailed records of both individual images and experimental data relevant to specific studies and/or projects. The application also includes a web-based 3D/4D image viewer to easily and quickly view and evaluate images. This paper briefly describes the initial implementation of the web-based application. |
format | Online Article Text |
id | pubmed-9228304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92283042022-06-25 Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) Pemmaraju, Rahul Minahan, Robert Wang, Elise Schadl, Kornel Daldrup-Link, Heike Habte, Frezghi Tomography Article Imaging has become an invaluable tool in preclinical research for its capability to non-invasively detect and monitor disease and assess treatment response. With the increased use of preclinical imaging, large volumes of image data are being generated requiring critical data management tools. Due to proprietary issues and continuous technology development, preclinical images, unlike DICOM-based images, are often stored in an unstructured data file in company-specific proprietary formats. This limits the available DICOM-based image management database to be effectively used for preclinical applications. A centralized image registry and management tool is essential for advances in preclinical imaging research. Specifically, such tools may have a high impact in generating large image datasets for the evolving artificial intelligence applications and performing retrospective analyses of previously acquired images. In this study, a web-based server application is developed to address some of these issues. The application is designed to reflect the actual experimentation workflow maintaining detailed records of both individual images and experimental data relevant to specific studies and/or projects. The application also includes a web-based 3D/4D image viewer to easily and quickly view and evaluate images. This paper briefly describes the initial implementation of the web-based application. MDPI 2022-05-30 /pmc/articles/PMC9228304/ /pubmed/35736865 http://dx.doi.org/10.3390/tomography8030117 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pemmaraju, Rahul Minahan, Robert Wang, Elise Schadl, Kornel Daldrup-Link, Heike Habte, Frezghi Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title | Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title_full | Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title_fullStr | Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title_full_unstemmed | Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title_short | Web-Based Application for Biomedical Image Registry, Analysis, and Translation (BiRAT) |
title_sort | web-based application for biomedical image registry, analysis, and translation (birat) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228304/ https://www.ncbi.nlm.nih.gov/pubmed/35736865 http://dx.doi.org/10.3390/tomography8030117 |
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