Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data

HIGHLIGHTS

SUMMARY

The instrument category comprises features related to surgical instruments, e_g the instrument location in the surgical video, the action performed with an instrument or medical device, device settings such as voltage in electrosurgery, or vacuum and pressure settings for suction and irrigation. The category relating to the temporal course of procedure contains characteristics, which describe the surgery with respect to its workflow, e_g the duration and order of performed surgical steps. Characteristics, which are individual for each team member, like their experience in the respective surgical procedure or their Bloodiness Description and use case . . .

 



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