Discrepancies between Radiology Specialists and Residents in Fracture Detection from Musculoskeletal Radiographs

dc.contributor.authorHuhtanen Jarno T.
dc.contributor.authorNyman Mikko
dc.contributor.authorSequeiros Roberto Blanco
dc.contributor.authorKoskinen Seppo K.
dc.contributor.authorPudas Tomi K.
dc.contributor.authorKajander Sami
dc.contributor.authorNiemi Pekka
dc.contributor.authorLöyttyniemi Eliisa
dc.contributor.authorAronen Hannu J.
dc.contributor.authorHirvonen Jussi
dc.contributor.organizationfi=biostatistiikka|en=Biostatistics|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code1.2.246.10.2458963.20.89365200099
dc.converis.publication-id181847605
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/181847605
dc.date.accessioned2025-08-28T01:53:02Z
dc.date.available2025-08-28T01:53:02Z
dc.description.abstract<p><strong>Background</strong>: The aim of this study was to compare the competence in appendicular trauma radiograph image interpretation between radiology specialists and residents.<br> <br><strong>Methods</strong>: In this multicenter retrospective cohort study, we collected radiology reports from radiology specialists (N = 506) and residents (N = 500) during 2018–2021. As a reference standard, we used the consensus of two subspecialty-level musculoskeletal (MSK) radiologists, who reviewed all original reports.</p><p><strong>Results</strong>: A total of 1006 radiograph reports were reviewed by the two subspecialty-level MSK radiologists. Out of the 1006 radiographs, 41% were abnormal. In total, 67 radiographic findings were missed (6.7%) and 31 findings were overcalled (3.1%) in the original reports. Sensitivity, specificity, positive predictive value, and negative predictive value were 0.86, 0.92, 0.91 and 0.88 respectively. There were no statistically significant differences between radiology specialists’ and residents’ competence in interpretation (p = 0.44). However, radiology specialists reported more subtle cases than residents did (p = 0.04). There were no statistically significant differences between errors made in the morning, evening, or night shifts (p = 0.57).<br> <br><strong>Conclusions</strong>: This study found a lack of major discrepancies between radiology specialists and residents in radiograph interpretation, although there were differences between MSK regions and in subtle or obvious radiographic findings. In addition, missed findings found in this study often affected patient treatment. Finally, there are MSK regions where the sensitivity or specificity is below 90%, and these should raise concerns and highlight the need for double reading and should be taken into consideration in radiology education.</p>
dc.identifier.eissn2075-4418
dc.identifier.jour-issn2075-4418
dc.identifier.olddbid208213
dc.identifier.oldhandle10024/191240
dc.identifier.urihttps://www.utupub.fi/handle/11111/57598
dc.identifier.urlhttps://www.mdpi.com/2075-4418/13/20/3207
dc.identifier.urnURN:NBN:fi-fe2025082787916
dc.language.isoen
dc.okm.affiliatedauthorHuhtanen, Jarno
dc.okm.affiliatedauthorNyman, Mikko
dc.okm.affiliatedauthorBlanco Sequeiros, Roberto
dc.okm.affiliatedauthorKajander, Sami
dc.okm.affiliatedauthorNiemi, Pekka
dc.okm.affiliatedauthorLöyttyniemi, Eliisa
dc.okm.affiliatedauthorAronen, Hannu
dc.okm.affiliatedauthorHirvonen, Jussi
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherMDPI
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.articlenumber3207
dc.relation.doi10.3390/diagnostics13203207
dc.relation.ispartofjournalDiagnostics
dc.relation.issue20
dc.relation.volume13
dc.source.identifierhttps://www.utupub.fi/handle/10024/191240
dc.titleDiscrepancies between Radiology Specialists and Residents in Fracture Detection from Musculoskeletal Radiographs
dc.year.issued2023

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