Semantic Segmentation of Extraocular Muscles on Computed Tomography Images Using Convolutional Neural Networks

Semantic Segmentation of Extraocular Muscles on Computed Tomography Images Using Convolutional Neural Networks

Computed tomography (CT) imaging of the orbit with measurement of extraocular muscle size can be useful for diagnosing and monitoring conditions that affect extraocular muscles. However, the manual measurement of extraocular muscle size can be time-consuming and tedious. The purpose of this study is...

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Bibliographic Details
Main Authors: Ramkumar Rajabathar Babu Jai Shanker, Michael H. Zhang, Daniel T. Ginat
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Diagnostics
Subjects:
CT
semantic segmentation
extraocular muscles
deep learning
convolutional neural networks
dice coefficient
Online Access:https://www.mdpi.com/2075-4418/12/7/1553

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