Radiomics integration into a picture archiving and communication system.
Conquest DICOM
PACS
Radiomics
Journal
Physics and imaging in radiation oncology
ISSN: 2405-6316
Titre abrégé: Phys Imaging Radiat Oncol
Pays: Netherlands
ID NLM: 101704276
Informations de publication
Date de publication:
Oct 2021
Oct 2021
Historique:
received:
04
06
2021
revised:
30
09
2021
accepted:
30
09
2021
entrez:
20
10
2021
pubmed:
21
10
2021
medline:
21
10
2021
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 34667885
doi: 10.1016/j.phro.2021.09.007
pii: S2405-6316(21)00057-9
pmc: PMC8507196
doi:
Types de publication
Journal Article
Langues
eng
Pagination
30-33Informations de copyright
© 2021 The Author(s).
Déclaration de conflit d'intérêts
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Références
Comput Med Imaging Graph. 2007 Jun-Jul;31(4-5):198-211
pubmed: 17349778
Radiology. 2016 Feb;278(2):563-77
pubmed: 26579733
Med Phys. 2019 Dec;46(12):5677-5684
pubmed: 31580484
Med Phys. 2020 Nov;47(11):5931-5940
pubmed: 32521049
Comput Methods Programs Biomed. 2009 Apr;94(1):66-76
pubmed: 18922598
Radiology. 2020 May;295(2):328-338
pubmed: 32154773
Cancer Res. 2017 Nov 1;77(21):e104-e107
pubmed: 29092951
Nat Commun. 2014 Jun 03;5:4006
pubmed: 24892406
PLoS One. 2019 Feb 20;14(2):e0212223
pubmed: 30785937
J Nucl Med. 2018 Aug;59(8):1321-1328
pubmed: 29301932
Clin Transl Radiat Oncol. 2017 May 19;4:24-31
pubmed: 29594204
Radiother Oncol. 2019 Apr;133:205-212
pubmed: 30424894
Clin Transl Radiat Oncol. 2019 Jul 16;19:33-38
pubmed: 31417963
Int J Radiat Oncol Biol Phys. 2018 Nov 15;102(4):1143-1158
pubmed: 30170872