Radiomics integration into a picture archiving and communication system

[Figure: see text] Radiomics is referred to as quantitative imaging of biomarkers used for clinical outcome prognosis or tumor characterization. In order to bridge radiomics and its clinical application, we aimed to build an integrated solution of radiomics extraction with an open-source Picture Arc...

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Autores principales: Zhovannik, Ivan, Pai, Suraj, da Silva Santos, Talia A., van Driel, Lars L.G., Dekker, Andre, Fijten, Rianne, Traverso, Alberto, Bussink, Johan, Monshouwer, René
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Technical Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8507196/
https://www.ncbi.nlm.nih.gov/pubmed/34667885
http://dx.doi.org/10.1016/j.phro.2021.09.007
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author Zhovannik, Ivan
Pai, Suraj
da Silva Santos, Talia A.
van Driel, Lars L.G.
Dekker, Andre
Fijten, Rianne
Traverso, Alberto
Bussink, Johan
Monshouwer, René
author_facet Zhovannik, Ivan
Pai, Suraj
da Silva Santos, Talia A.
van Driel, Lars L.G.
Dekker, Andre
Fijten, Rianne
Traverso, Alberto
Bussink, Johan
Monshouwer, René
author_sort Zhovannik, Ivan
collection PubMed
description [Figure: see text] Radiomics is referred to as quantitative imaging of biomarkers used for clinical outcome prognosis or tumor characterization. In order to bridge radiomics and its clinical application, we aimed to build an integrated solution of radiomics extraction with an open-source Picture Archiving and Communication System (PACS). The integrated SQLite4Radiomics software was tested in three different imaging modalities and its performance was benchmarked in lung cancer open datasets RIDER and MMD with median extraction time of 10.7 (percentiles 25–75: 8.9–18.7) seconds per ROI in three different configurations.
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spelling pubmed-85071962021-10-18 Radiomics integration into a picture archiving and communication system Zhovannik, Ivan Pai, Suraj da Silva Santos, Talia A. van Driel, Lars L.G. Dekker, Andre Fijten, Rianne Traverso, Alberto Bussink, Johan Monshouwer, René Phys Imaging Radiat Oncol Technical Note [Figure: see text] Radiomics is referred to as quantitative imaging of biomarkers used for clinical outcome prognosis or tumor characterization. In order to bridge radiomics and its clinical application, we aimed to build an integrated solution of radiomics extraction with an open-source Picture Archiving and Communication System (PACS). The integrated SQLite4Radiomics software was tested in three different imaging modalities and its performance was benchmarked in lung cancer open datasets RIDER and MMD with median extraction time of 10.7 (percentiles 25–75: 8.9–18.7) seconds per ROI in three different configurations. Elsevier 2021-10-09 /pmc/articles/PMC8507196/ /pubmed/34667885 http://dx.doi.org/10.1016/j.phro.2021.09.007 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Technical Note
Zhovannik, Ivan
Pai, Suraj
da Silva Santos, Talia A.
van Driel, Lars L.G.
Dekker, Andre
Fijten, Rianne
Traverso, Alberto
Bussink, Johan
Monshouwer, René
Radiomics integration into a picture archiving and communication system
title Radiomics integration into a picture archiving and communication system
title_full Radiomics integration into a picture archiving and communication system
title_fullStr Radiomics integration into a picture archiving and communication system
title_full_unstemmed Radiomics integration into a picture archiving and communication system
title_short Radiomics integration into a picture archiving and communication system
title_sort radiomics integration into a picture archiving and communication system
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8507196/
https://www.ncbi.nlm.nih.gov/pubmed/34667885
http://dx.doi.org/10.1016/j.phro.2021.09.007
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