Deep Learning-Based Fully Automatic Segmentation of the Paranasal Sinuses in Chronic Rhinosinusitis Patients Using Computed Tomographic Images

Deep Learning-Based Fully Automatic Segmentation of the Paranasal Sinuses in Chronic Rhinosinusitis Patients Using Computed Tomographic Images

Chronic rhinosinusitis with nasal polyps (CRSwNP), as one of the most common chronic nasal inflammations, has been a major research focus in the field of rhinology due to its complex and varied pathophysiological features and suboptimal clinical treatment outcomes. However, existing diagnostic metho...

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Bibliographic Details
Main Authors: Yuhang Wang, Xiaolei Zhang, Weidong Du, Na Dai, Yi Lyv, Keying Wu, Yiyang Tian, Yuxin Jie, Yu Lin, Weipiao Kang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Chronic sinusitis
convolutional neural network
deep learning
paranasal sinuses
segmentation
Online Access:https://ieeexplore.ieee.org/document/10845750/
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