Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study
Daiki Morita, Ayako Kawarazaki, Jungen Koimizu, Shoko Tsujiko, Mazen Soufi, Yoshito Otake, Yoshinobu Sato, Toshiaki Numajiri
Topics & Concepts
SegmentationArtificial intelligenceDeep learningComputer scienceSørensen–Dice coefficientOrbit (dynamics)DiceComputed tomographyMedicineData setOrbital FractureSAFERComputer-assisted surgeryImage segmentationRadiologyComputer visionAlgorithmSurgeryMathematicsStatisticsEngineeringAerospace engineeringComputer securityFacial Trauma and Fracture ManagementDental Radiography and ImagingMedical Imaging and Analysis