Radiomics integration into a picture archiving and communication system

Radiomics integration into a picture archiving and communication system

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 Communic...

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Main Authors: Ivan Zhovannik, Suraj Pai, Talia A. da Silva Santos, Lars L.G. van Driel, Andre Dekker, Rianne Fijten, Alberto Traverso, Johan Bussink, René Monshouwer
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:Physics and Imaging in Radiation Oncology
Subjects:
Radiomics
Conquest DICOM
PACS
Online Access:http://www.sciencedirect.com/science/article/pii/S2405631621000579
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spelling doaj-19c536ac9003418f91255ea2d07656782021-10-11T04:16:24ZengElsevierPhysics and Imaging in Radiation Oncology2405-63162021-10-01203033Radiomics integration into a picture archiving and communication systemIvan Zhovannik0Suraj Pai1Talia A. da Silva Santos2Lars L.G. van Driel3Andre Dekker4Rianne Fijten5Alberto Traverso6Johan Bussink7René Monshouwer8Department of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University Medical Center, The Netherlands; Department of Radiation Oncology (Maastro), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, The Netherlands; Corresponding author at: Geert Groteplein Zuid 32, 6525GA Nijmegen, The Netherlands.Department of Radiation Oncology (Maastro), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, The NetherlandsDepartment of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University Medical Center, The Netherlands; Fontys University of Applied Sciences, The NetherlandsFontys University of Applied Sciences, The NetherlandsDepartment of Radiation Oncology (Maastro), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, The NetherlandsDepartment of Radiation Oncology (Maastro), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, The NetherlandsDepartment of Radiation Oncology (Maastro), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, The NetherlandsDepartment of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University Medical Center, The NetherlandsDepartment of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University Medical Center, The NetherlandsRadiomics 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.http://www.sciencedirect.com/science/article/pii/S2405631621000579RadiomicsConquest DICOMPACS
collection DOAJ
language English
format Article
sources DOAJ
author Ivan Zhovannik
Suraj Pai
Talia A. da Silva Santos
Lars L.G. van Driel
Andre Dekker
Rianne Fijten
Alberto Traverso
Johan Bussink
René Monshouwer
spellingShingle Ivan Zhovannik
Suraj Pai
Talia A. da Silva Santos
Lars L.G. van Driel
Andre Dekker
Rianne Fijten
Alberto Traverso
Johan Bussink
René Monshouwer
Radiomics integration into a picture archiving and communication system
Physics and Imaging in Radiation Oncology
Radiomics
Conquest DICOM
PACS
author_facet Ivan Zhovannik
Suraj Pai
Talia A. da Silva Santos
Lars L.G. van Driel
Andre Dekker
Rianne Fijten
Alberto Traverso
Johan Bussink
René Monshouwer
author_sort Ivan Zhovannik
title Radiomics integration into a picture archiving and communication system
title_short 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_sort radiomics integration into a picture archiving and communication system
publisher Elsevier
series Physics and Imaging in Radiation Oncology
issn 2405-6316
publishDate 2021-10-01
description 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.
topic Radiomics
Conquest DICOM
PACS
url http://www.sciencedirect.com/science/article/pii/S2405631621000579
work_keys_str_mv AT ivanzhovannik radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT surajpai radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT taliaadasilvasantos radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT larslgvandriel radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT andredekker radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT riannefijten radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT albertotraverso radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT johanbussink radiomicsintegrationintoapicturearchivingandcommunicationsystem
AT renemonshouwer radiomicsintegrationintoapicturearchivingandcommunicationsystem
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