Automated segmentation of phases, steps, and tasks in laparoscopic cholecystectomy using deep learning
Shruti R. Hegde, Babak Namazi, Niyenth Iyengar, Sarah Cao, Alexis Desir, Carolina Marques, Heidi Mahnken, Ryan P. Dumas, Ganesh Sankaranarayanan
Topics & Concepts
Computer scienceArtificial intelligenceTask (project management)Convolutional neural networkDeep learningSet (abstract data type)HyperparameterSegmentationLaparoscopic cholecystectomyMachine learningRelevance (law)Pattern recognition (psychology)MedicineEconomicsLawManagementProgramming languagePolitical scienceGeneral surgerySurgical Simulation and TrainingAnatomy and Medical TechnologyColorectal Cancer Screening and Detection