Machine learning predicts lung recruitment in acute respiratory distress syndrome using single lung CT scan

Machine learning predicts lung recruitment in acute respiratory distress syndrome using single lung CT scan

Abstract Background To develop and validate classifier models that could be used to identify patients with a high percentage of potentially recruitable lung from readily available clinical data and from single CT scan quantitative analysis at intensive care unit admission. 221 retrospectively enroll...

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Bibliographic Details
Main Authors: Francesca Pennati, Andrea Aliverti, Tommaso Pozzi, Simone Gattarello, Fabio Lombardo, Silvia Coppola, Davide Chiumello
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Annals of Intensive Care
Subjects:
ARDS
Machine learning
Tomography
Online Access:https://doi.org/10.1186/s13613-023-01154-5

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