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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...

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Autores principales: Pemmaraju, Rahul, Minahan, Robert, Wang, Elise, Schadl, Kornel, Daldrup-Link, Heike, Habte, Frezghi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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