LTSP: long-term slice propagation for accurate airway segmentation
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-022-02582-7
Abstract: Bronchoscopic intervention is a widely used clinical technique for pulmonary diseases, which requires an accurate and topological complete airway map for its localization and guidance. The airway map could be extracted from chest computed tomography… read more here.
Keywords: long term; segmentation; term slice; airway segmentation ... See more keywords
Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-95364-1
Abstract: This paper presents a fully automatic and end-to-end optimised airway segmentation method for thoracic computed tomography, based on the U-Net architecture. We use a simple and low-memory 3D U-Net as backbone, which allows the method… read more here.
Keywords: computed tomography; segmentation; method; airway segmentation ... See more keywords
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.48550/arxiv.2209.02048
Abstract: Airway segmentation is crucial for the examination, diagnosis, and prognosis of lung diseases, while its manual delineation is unduly burdensome. To alleviate this time-consuming and potentially subjective manual procedure, researchers have proposed methods to automatically… read more here.
Keywords: neural network; attention neural; airway segmentation; attention ... See more keywords