Inferior vena cava distensibility from subcostal and trans-hepatic imaging using both M-mode or artificial intelligence: a prospective study on mechanically ventilated patients.
Filippo SanfilippoLuigi La ViaVeronica DezioPaolo AmelioGiulio GenoeseFederico FranchiAntonio MessinaChiara RobbaAlberto NotoPublished in: Intensive care medicine experimental (2023)
In patients mechanically ventilated, AI software shows good accuracy (modest overestimation) and moderate correlation as compared to M-mode assessment of IVC-DI, both for SC and TH windows. However, precision seems suboptimal with wide LoA. The comparison of M-Mode or AI between different sites yields similar results but with weaker correlation. Trial registration Reference protocol: 53/2022/PO, approved on 21/03/2022.
Keyphrases
- artificial intelligence
- inferior vena cava
- end stage renal disease
- ejection fraction
- newly diagnosed
- chronic kidney disease
- intensive care unit
- machine learning
- randomized controlled trial
- prognostic factors
- big data
- clinical trial
- deep learning
- acute respiratory distress syndrome
- study protocol
- staphylococcus aureus
- high intensity
- pseudomonas aeruginosa
- cystic fibrosis
- photodynamic therapy
- double blind