AI Article Synopsis

  • The study assessed how clinical information affects the accuracy of radiography and MRI interpretations for diagnosing axial spondyloarthritis (axSpA).
  • The analysis included 109 patients, with results showing higher precision for radiographs when clinical data was presented (70% to 78%).
  • Overall, providing clinical information improved radiologists' confidence and diagnostic precision, indicating its importance in interpreting imaging results.

Article Abstract

Objectives: Radiography and MRI of the sacroiliac joints (SIJ) are relevant for the diagnosis and classification of patients with axial spondyloarthritis (axSpA). This study aimed to evaluate the impact of clinical information (CI) on the accuracy of imaging interpretation.

Methods: Out of 109 patients referred because of suspicion of axSpA with complete imaging sets (radiographs and MRI of SIJ), 61 were diagnosed with axSpA (56%). Images were independently evaluated by three radiologists in four consecutive reading campaigns: radiographs and radiographs+MRI without and with CI including demographic data, SpA features, physical activity and pregnancy. Radiographs were scored according to the modified New York criteria, and MRIs for inflammatory and structural changes compatible with axSpA (yes/no). The clinical diagnosis was taken as reference standard. The compatibility of imaging findings with a diagnosis of axSpA (precision) before and after the provision of CI and radiologists' confidence with their findings (0-10) were evaluated.

Results: The precision of radiographs evaluation without versus with CI increased from 70% to 78% (p=0.008), and for radiographs+MRI from 81% to 82% (p=1.0), respectively. For CR alone, the sensitivity and specificity of radiologic findings were 51% and 94% without and 60% and 100% with CI, while, for radiographs+MRI, they were 74% and 90% vs 71% and 98%, respectively. The diagnostic confidence of radiologists increased from 5.2±1.9 to 6.0±1.7 with CI for radiographs, and from 6.7±1.6 to 7.2±1.6 for radiographs+MRI, respectively.

Conclusion: The precision, specificity and diagnostic confidence of radiologic evaluation increased when CI was provided.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11002347PMC
http://dx.doi.org/10.1136/rmdopen-2023-004044DOI Listing

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