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A deep learning approach for masseter muscle segmentation on ultrasonography Cover

A deep learning approach for masseter muscle segmentation on ultrasonography

Journal of Ultrasonography
Volume 22 (2022): Issue 91 (October 2022)
By: Gaye Keser,  Ibrahim Sevki Bayrakdar,  Filiz Namdar Pekiner,  Özer Çelik and  Kaan Orhan  
Open Access
|Oct 2022

Figures & Tables

Fig. 1.

AI Model (CranioCatch, Eskisehir-Turkey) Pipeline for Masseter Muscle Segmentation in USG Images
AI Model (CranioCatch, Eskisehir-Turkey) Pipeline for Masseter Muscle Segmentation in USG Images

Fig. 2.

The images show the Masseter Muscle Measurements performed using AI Models (CranioCatch, Eskisehir- Turkey)
The images show the Masseter Muscle Measurements performed using AI Models (CranioCatch, Eskisehir- Turkey)

Evaluation for diagnostic performance by AI model set for masseter muscle segmentation

U-Net Model
F11.0
Sensitivity1.0
Precision1.0
DOI: https://doi.org/10.15557/jou.2022.0034 | Journal eISSN: 2451-070X | Journal ISSN: 2084-8404
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Language: English
Page range: e204 - e208
Submitted on: Mar 5, 2022
Accepted on: Jun 8, 2022
Published on: Oct 1, 2022
Published by: MEDICAL COMMUNICATIONS Sp. z o.o.
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
ultrasonography,
masseter muscle,
deep learning,
artificial intelligence
Related subjects:
Medicine,
Basic medical science,
Basic medical science, other

© 2022 Gaye Keser, Ibrahim Sevki Bayrakdar, Filiz Namdar Pekiner, Özer Çelik, Kaan Orhan, published by MEDICAL COMMUNICATIONS Sp. z o.o.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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