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Chest x-ray imaging score is associated with severity of COVID-19 pneumonia: the MBrixia score.

Christian M JensenJunia C CostaJens C NørgaardAdrian G ZuccoBastian NeesgaardCarsten Utoft NiemannSisse Rye OstrowskiJoanne ReekieBirgit HoltenAnna KalhaugeMichael A MatthayJens Dilling LundgrenMarie HellebergKasper S Moestrup
Published in: Scientific reports (2022)
Spatial resolution in existing chest x-ray (CXR)-based scoring systems for coronavirus disease 2019 (COVID-19) pneumonia is low, and should be increased for better representation of anatomy, and severity of lung involvement. An existing CXR-based system, the Brixia score, was modified to increase the spatial resolution, creating the MBrixia score. The MBrixia score is the sum, of a rule-based quantification of CXR severity on a scale of 0 to 3 in 12 anatomical zones in the lungs. The MBrixia score was applied to CXR images from COVID-19 patients at a single tertiary hospital in the period May 4th-June 5th, 2020. The relationship between MBrixia score, and level of respiratory support at the time of performed CXR imaging was investigated. 37 hospitalized COVID-19 patients with 290 CXRs were identified, 22 (59.5%) were admitted to the intensive care unit and 10 (27%) died during follow-up. In a Poisson regression using all 290 MBrixia scored CXRs, a higher MBrixia score was associated with a higher level of respiratory support at the time of performed CXR. The MBrixia score could potentially be valuable as a quantitative surrogate measurement of COVID-19 pneumonia severity, and future studies should investigate the score's validity and capabilities of predicting clinical outcomes.
Keyphrases
  • coronavirus disease
  • sars cov
  • high resolution
  • respiratory syndrome coronavirus
  • machine learning
  • mass spectrometry
  • single molecule
  • photodynamic therapy
  • acute respiratory distress syndrome