Assessment of Rib Fracture in Acute Trauma Using Automatic Rib Segmentation and a Curved, Unfolded View of the Ribs: Is There a Saving of Time?

Benedikt PreglerLukas Philipp BeyerNatascha Platz Batista da SilvaSebastian SteerFlorian ZemanDaniel PoppChristian StroszczynskiRené Müller-Wille

Published in: Journal of clinical medicine (2022)

Apart from a relatively high number of incorrect centerline reconstructions, the unfolded view of the rib cage allows a faster diagnosis of dislocated rib fractures.

Keyphrases

deep learning
endoplasmic reticulum stress
liver failure
machine learning
convolutional neural network
endoplasmic reticulum
extracorporeal membrane oxygenation
mechanical ventilation