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Objective classification of psychomotor laparoscopic skills of surgeons based on three different approaches.

Fernando Pérez-EscamirosaAntonio Alarcón-ParedesGustavo Adolfo Alonso-SilverioIgnacio OropesaOscar Camacho-NietoDaniel Lorias-EspinozaArturo Minor-Martínez
Published in: International journal of computer assisted radiology and surgery (2019)
The three proposed methods demonstrated high performance in the classification of laparoscopic surgeons, according to their level of psychomotor skills. Together with motion analysis and three laparoscopic tasks of the Fundamental Laparoscopic Surgery Program, these classifiers provide a means for objectively classifying surgical competence of the surgeons for existing laparoscopic box trainers.
Keyphrases
  • robot assisted
  • quality improvement
  • laparoscopic surgery
  • machine learning
  • deep learning
  • thoracic surgery
  • mass spectrometry