Sinusitis Diagnosis in Temporal Bone CT Using Extremal Intensity Transform-Based Inflated 3-D ConvNet

Sinusitis Diagnosis in Temporal Bone CT Using Extremal Intensity Transform-Based Inflated 3-D ConvNet

Despite being primarily used for ear assessment, temporal bone CT (TBCT) can be an effective diagnostic tool for sinusitis because it captures parts of paranasal sinuses, especially given the strong link between ear diseases and sinusitis. In this work, we propose a TBCT-based sinusitis diagnosis me...

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Bibliographic Details
Main Authors: Walid Abdullah Al, Il Dong Yun, Yun Jung Bae
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
sinusitis
computer-aided diagnosis
temporal bone CT
image transform
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/10930477/
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