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Comparison of the Discrimination Performance of AI Scoring and the Brixia Score in Predicting COVID-19 Severity on Chest X-Ray Imaging: Diagnostic Accuracy Study.

Eric Daniel TendaReyhan Eddy YunusBenny ZulkarnaenMuhammad Reynalzi YugoCeva Wicaksono PitoyoMoses Mazmur AsafTiara Nur IslamiyatiArierta PujitresnaniAndry SetiadharmaJoshua HenrinaCleopas Martin RumendeVally WulaniKuntjoro HarimurtiAida LydiaHamzah ShatriPradana SoewondoPrasandhya Astagiri Yusuf
Published in: JMIR formative research (2024)
The AI score for the affected lung area and the human radiologist Brixia score had similar and good discrimination performance in predicting COVID-19 severity. Our study demonstrated that using AI-based diagnostic tools is possible, even in low-resource settings. However, before it is widely adopted in daily practice, more studies with a larger scale and that are prospective in nature are needed to confirm our findings.
Keyphrases
  • coronavirus disease
  • sars cov
  • artificial intelligence
  • high resolution
  • endothelial cells
  • primary care
  • physical activity