Hierarchical Loss And Geometric Mask Refinement For Multilabel Ribs Segmentation

• Main Authors: Leonov, Aleksei, Zakharov, Aleksei, Koshelev, Sergey, Pisov, Maxim, Kurmukov, Anvar, Belyaev, Mikhail
• Format: Journal Article
• Language: English
• Published: 24.05.2024
• Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Learning

Automatic ribs segmentation and numeration can increase computed tomography assessment speed and reduce radiologists mistakes. We introduce a model for multilabel ribs segmentation with hierarchical loss function, which enable to improve multilabel segmentation quality. Also we propose postprocessin...