Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment.
Objective: To systematically review and evaluate the methodological quality of studies using magnetic resonance imaging (MRI) and computed tomography (CT) radiomics for cardiac applications.Methods: Multiple medical literature archives (PubMed, Web of Science, and EMBASE) were systematically searche...
| Publicado en: | European Radiology Vol. 32; no. 4; pp. 2629 - 2639 |
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| Autores principales: | , , , , , , , , |
| Formato: | research systematic review tables/charts Journal Article |
| Publicado: |
Springer Nature
Apr2022
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=155758994&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 155758994 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09387994 NPH jtl: European Radiology issn: 09387994 maglogo: N pubinfo: dt: Apr2022 vid: 32 iid: 4 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 155758994 155758994 NLM34812912 155758994 10.1007/s00330-021-08375-x NLM34812912 155758994 ppf: 2629 ppct: 10 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment. aug: au: Ponsiglione, Andrea Stanzione, Arnaldo Cuocolo, Renato Ascione, Raffaele Gambardella, Michele De Giorgi, Marco Nappi, Carmela Cuocolo, Alberto Imbriaco, Massimo affil: Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy sug: subj: Magnetic Resonance Imaging Methods Tomography, X-Ray Computed Human Radiography Scales Ferrans and Powers Quality of Life Index ab: Objective: To systematically review and evaluate the methodological quality of studies using magnetic resonance imaging (MRI) and computed tomography (CT) radiomics for cardiac applications.Methods: Multiple medical literature archives (PubMed, Web of Science, and EMBASE) were systematically searched to retrieve original studies focused on cardiac MRI and CT radiomics applications. Two researchers in consensus assessed each investigation using the radiomics quality score (RQS). Subgroup analyses were performed to assess whether the total RQS varied according to study aim, journal quartile, imaging modality, and first author category.Results: From a total of 1961 items, 53 articles were finally included in the analysis. Overall, the studies reached a median total RQS of 7 (IQR, 4-12), corresponding to a percentage score of 19.4% (IQR, 11.1-33.3%). Item scores were particularly low due to lack of prospective design, cost-effectiveness analysis, and open science. Median RQS percentage score was significantly higher in papers where the first author was a medical doctor and in those published on first quartile journals.Conclusions: The overall methodological quality of radiomics studies in cardiac MRI and CT is still lacking. A higher degree of standardization of the radiomics workflow and higher publication standards for studies are required to allow its translation into clinical practice.Key Points: • RQS has been recently proposed for the overall assessment of the methodological quality of radiomics-based studies. • The 53 included studies on cardiac MRI and CT radiomics applications reached a median total RQS of 7 (IQR, 4-12), corresponding to a percentage of 19.4% (IQR, 11.1-33.3%). • A more standardized methodology in the radiomics workflow is needed, especially in terms of study design, validation, and open science, in order to translate the results to clinical applications. pubtype: Academic Journal doctype: research systematic review tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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