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 Tenda Reyhan Eddy Yunus Benny Zulkarnaen Muhammad Reynalzi Yugo Ceva Wicaksono Pitoyo Moses Mazmur Asaf Tiara Nur Islamiyati Arierta Pujitresnani Andry Setiadharma Joshua Henrina Cleopas Martin Rumende Vally Wulani Kuntjoro Harimurti Aida Lydia Hamzah Shatri Pradana Soewondo Prasandhya 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