A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning - Nadeem, Syed Ahmed; Hoffman, Eric A.; Sieren, Jessica C.; Comellas, Alejandro P.; Bhatt, Surya P.; Barjaktarevic, Igor Z.; Abtin, Fereidoun; Saha, Punam K. (IEEE transactions on medical imaging, 2021)
Keywords: Airway tree; Algorithms; Atmospheric modeling; Automation; Chronic obstructive pulmonary disease; Computed tomography; COPD; Deep Learning; Diseases; Electronic mail; freeze-and-grow; Image segmentation; Lung; Lung - diagnostic imaging; Lung diseases; Machine learning; Medical imaging; multi-parametric model; Obstructive lung disease; parameter relaxation; Parameters; Parametric statistics; Phenotypes; Propagation; Radiation; Radiation standards; Reproducibility; Reproducibility of Results; Respiratory tract; segmentation; Tomography, X-Ray Computed; tree-leakages