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Cumulative summation analysis of learning curve for robotic-assisted hiatal hernia repairs.

Emily L LinAgustin SibonaJiahao PengPramil N SinghEsther WuMarcos J Michelotti
Published in: Surgical endoscopy (2021)
The three phases identified with CUSUM analysis represented characteristic stages of the learning curve for robotic hiatal hernia procedures. Our data suggest the training phase is achieved after 40 cases and a high level of mastery is achieved after approximately 85 cases. Thus, the CUSUM method serves as a useful tool for objectively evaluating practical skills for surgeons and can ultimately help establish milestones that assess surgical competency during robotic surgery training.
Keyphrases
  • virtual reality
  • gastroesophageal reflux disease
  • physical activity
  • electronic health record
  • minimally invasive
  • big data
  • robot assisted
  • machine learning
  • deep learning
  • artificial intelligence