A first look into radiomics application in testicular imaging: A systematic review.
germ cell tumors
gonadal function
nonseminoma
radiomics
radiomics quality score
seminoma
testicular imaging
Journal
Frontiers in radiology
ISSN: 2673-8740
Titre abrégé: Front Radiol
Pays: Switzerland
ID NLM: 9918367586306676
Informations de publication
Date de publication:
2023
2023
Historique:
received:
10
01
2023
accepted:
27
03
2023
medline:
26
7
2023
pubmed:
26
7
2023
entrez:
26
7
2023
Statut:
epublish
Résumé
The aim of this systematic review was to evaluate the state of the art of radiomics in testicular imaging by assessing the quality of radiomic workflow using the Radiomics Quality Score (RQS) and the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2). A systematic literature search was performed to find potentially relevant articles on the applications of radiomics in testicular imaging, and 6 final articles were extracted. The mean RQS was 11,33 ± 3,88 resulting in a percentage of 31,48% ± 10,78%. Regarding QUADAS-2 criteria, no relevant biases were found in the included papers in the patient selection, index test, reference standard criteria and flow-and-timing domain. In conclusion, despite the publication of promising studies, radiomic research on testicular imaging is in its very beginning and still hindered by methodological limitations, and the potential applications of radiomics for this field are still largely unexplored.
Identifiants
pubmed: 37492385
doi: 10.3389/fradi.2023.1141499
pmc: PMC10365019
doi:
Types de publication
Journal Article
Review
Langues
eng
Pagination
1141499Informations de copyright
© 2023 Fanni, Febi, Colligiani, Volpi, Ambrosini, Tumminello, Aghakhanyan, Aringhieri, Cioni and Neri.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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