Automatic assessment of procedural skills based on the surgical workflow analysis derived from speech and video “2279

HIGHLIGHTS

SUMMARY

    Minimally invasive surgery (MIS) has evolved as the gold standard for highly accurate, sensitive and less invasive surgical procedures. One of the most extended strategies for the training and assessment of advanced cognitive skills (and specifically procedural skills) is the analysis of surgical processes targeted at the automatic recognition of surgical phases. The key aspect of the analysis of surgical processing is surgical process modelling (SPM), which has been defined as a "simplified pattern of surgical processes that reflect a predefined subset of interest of the surgical process in a formal or semi-formal . . .

     

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