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Surgical reporting for laparoscopic cholecystectomy based on phase annotation by a convolutional neural network (CNN) and the phenomenon of phase flickering: a proof of concept.

Maximilian BerletThomas VogelDaniel OstlerTobias CzempielM. KählerStephan BrunnerHubertus FeussnerDirk WilhelmMichael Kranzfelder
Published in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
  • convolutional neural network
  • face detection
  • metadata
  • data sets
  • training phase
  • laparoscopic surgery
  • color images
  • active learning
  • computer assisted