The role of fetal MRI-based texture analysis in differentiating congenital pulmonary airway malformation and pulmonary sequestration

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dc.authoridOztekin, Deniz/0000-0002-4213-7254
dc.authoridoztekin, ozgur/0000-0002-0092-5260
dc.authoridSarioglu, Orkun/0000-0003-1173-8046
dc.authorwosidOztekin, Deniz/AAT-3898-2021
dc.authorwosidoztekin, ozgur/AAC-4801-2021
dc.contributor.authorSarioilu, Orkun
dc.contributor.authorSarioilu, Fatma Ceren
dc.contributor.authorAtakul, Bahar Konuralp
dc.contributor.authorÖztekin, Deniz
dc.contributor.authorOztekin, Ozgur
dc.date.accessioned2023-03-22T19:47:18Z
dc.date.available2023-03-22T19:47:18Z
dc.date.issued2022
dc.departmentBelirleneceken_US
dc.description.abstractAim: The purpose of our study was to evaluate the diagnostic performance of fetal magnetic resonance imaging (MRI)-based texture analysis (TA) to differentiate the two most common lung malformations, congenital pulmonary airway malformation (CPAM) and pulmonary sequestration (PS). Materials and Methods: This retrospective single-center study included 24 patients with CPAM and 8 patients with PS who had a fetal MRI examination between January 2015 and December 2020. T2-weighted coronal images were used for TA. One reader designated the malformation borders and drew a region-of-interest for TA. The differences in values of the texture features between the groups were assessed and receiver operating characteristic curves were calculated for each statistically significant feature. P-value<0.05 was considered statistically significant. Results: Forty-eight texture features were calculated for each malformation. Twenty features on T2-weighted images were significantly different between the CPAMSs and PSs. Among these, short-run high gray-level emphasis and long-run emphasis, which are gray-level run length matrix features parameters, had the largest area under the curves: 0.956 (sensitivity 87%, specificity 95%) and 0.943 (sensitivity 87%, specificity 85%), respectively. Conclusion: Our results suggest that fetal MRI-based TA may be used to distinguish CPAMs from PSs in fetuses with uncertain pulmonary findings prior to birth.en_US
dc.identifier.doi10.4274/jpr.galenos.2021.52386
dc.identifier.endpage59en_US
dc.identifier.issn2147-9445
dc.identifier.issue1en_US
dc.identifier.startpage52en_US
dc.identifier.trdizinid527470en_US
dc.identifier.urihttps://doi.org/10.4274/jpr.galenos.2021.52386
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/527470
dc.identifier.urihttps://hdl.handle.net/20.500.14034/599
dc.identifier.volume9en_US
dc.identifier.wosWOS:000766885300011en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherGalenos Yayinciliken_US
dc.relation.journalJournal Of Pediatric Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectFetalen_US
dc.subjectmagnetic resonance imagingen_US
dc.subjectcomputer-assisted image processingen_US
dc.subjectlung malformationen_US
dc.subjectCystic Adenomatoid Malformationen_US
dc.subjectAbnormalitiesen_US
dc.subjectImagesen_US
dc.titleThe role of fetal MRI-based texture analysis in differentiating congenital pulmonary airway malformation and pulmonary sequestrationen_US
dc.typeArticleen_US

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