Automatic Smoke Analysis in Minimally Invasive Surgery by Image-Based Machine Learning.

Introduction: Minimally Invasive Surgery uses electrosurgical tools that generate smoke. This smoke reduces the visibility of the surgical site and spreads harmful substances with potential hazards for the surgical staff. Automatic image analysis may provide assistance.