Deep learning-based respiratory muscle segmentation as a potential imaging biomarker for respiratory function assessment
Insung Choi,
Juwhan Choi,
Hwan Seok Yong
et al.
Abstract:Respiratory diseases significantly affect respiratory function, making them a considerable contributor to global mortality. The respiratory muscles play an important role in disease prognosis; as such, quantitative analysis of the respiratory muscles is crucial to assess the status of the respiratory system and the quality of life in patients. In this study, we aimed to develop an automated approach for the segmentation and classification of three types of respiratory muscles from computed tomography (CT) imag… Show more
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