Accuracy of Conventional and Machine Learning Enhanced Chest Radiography for the Assessment of COVID-19 Pneumonia: Intra-Individual Comparison with CT.
Katharina MartiniChristian BluethgenJoan E WalterMichael MesserliThi Dan Linh Nguyen-KimThomas FrauenfelderPublished in: Journal of clinical medicine (2020)
In line with the current literature, the sensitivity for detection and quantification of COVID-19-pneumonia was moderate with CXR and could be improved when mlCXR was used for image interpretation.
Keyphrases
- coronavirus disease
- sars cov
- machine learning
- image quality
- deep learning
- systematic review
- computed tomography
- respiratory syndrome coronavirus
- high intensity
- loop mediated isothermal amplification
- big data
- dual energy
- positron emission tomography
- contrast enhanced
- label free
- real time pcr
- magnetic resonance
- intensive care unit
- cone beam computed tomography
- sensitive detection