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Gu 等 - 2023 - Semi-Supervised Pulmonary Airway Segmentation With Two-Stage Feature Specialization Mechanism by eruchitand is a document available to read on EtoBox.

What is Gu 等 - 2023 - Semi-Supervised Pulmonary Airway Segmentation With Two-Stage Feature Specialization Mechanism about?

This document presents a novel semi-supervised framework for pulmonary airway segmentation using a two-stage feature specialization mechanism (TFSM) that significantly enhances segmentation quality with only 20% of labeled CT images. The proposed method outperforms traditional semi-supervised approaches by effectively capturing the complexities of the airway tree, particularly in fine peripheral bronchi. Experimental results indicate that TFSM achieves comparable performance to fully supervised methods, thu

Author

eruchitand

Language

EN