An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest computed tomography.
Akshayaa VaidyanathanJulien GuiotFadila ZerkaFlore BelmansIngrid Van PeufflikLouis DeprezDenis DanthineGregory CanivetPhilippe LambinSean WalshMariaelena OcchipintiPaul MeunierWim VosPierre LovinfosseRalph T H LeijenaarPublished in: ERJ open research (2022)
This AI solution provides rapid and accurate diagnosis in patients suspected of COVID-19 infection and influenza.
Keyphrases
- deep learning
- computed tomography
- machine learning
- artificial intelligence
- coronavirus disease
- ejection fraction
- sars cov
- newly diagnosed
- prognostic factors
- convolutional neural network
- high throughput
- positron emission tomography
- magnetic resonance
- mass spectrometry
- quantum dots
- respiratory syndrome coronavirus
- dual energy