Computed tomography semi-automated lung volume quantification in SARS-CoV-2-related pneumonia.
Davide IppolitoMaria RagusiDavide GandolaCesare MainoAnna PecorelliSimone TerraniMarta PeroniTeresa GiandolaMarco PortaCammillo Talei FranzesiSandro SironiPublished in: European radiology (2020)
• Pathological lung volumes, expressed both as GGO-V and as CONS-V, can be considered a useful tool in SARS-CoV-2-related pneumonia. • All lung volumes, expressed themselves and as ratio with TLV and VLV, correlate with laboratory data, in particular C-reactive protein and white blood cell count. • All lung volumes correlate with patient's outcome, in particular concerning invasive ventilation.
Keyphrases
- sars cov
- computed tomography
- respiratory syndrome coronavirus
- machine learning
- magnetic resonance imaging
- respiratory failure
- cell therapy
- electronic health record
- deep learning
- magnetic resonance
- bone marrow
- big data
- coronavirus disease
- mesenchymal stem cells
- acute respiratory distress syndrome
- artificial intelligence