Efficient data labeling strategies for automated muscle segmentation in lower leg MRIs of Charcot-Marie-Tooth disease patients

Seung-Ah Lee; Hyun Su Kim; Ehwa Yang; Young Cheol Yoon; Ji Hyun Lee; Byung-Ok Choi; Jae-Hun Kim

doi:10.1371/journal.pone.0310203

Loading metrics

Open Access

Peer-reviewed

Research Article

Efficient data labeling strategies for automated muscle segmentation in lower leg MRIs of Charcot-Marie-Tooth disease patients

Seung-Ah Lee,

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Research Institute for Future Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
⨯
Hyun Su Kim ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing

* E-mail: calmuri@naver.com (HSK); jaehun.kim78@gmail.com (JHK)

¶‡ HSK and JHK are contributed equally to this work as corresponding authors.

Affiliation Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea

https://orcid.org/0000-0002-0179-9542

⨯
Ehwa Yang,

Roles Supervision, Writing – review & editing

Affiliation Sungkyunkwan University School of Medicine, Seoul, South Korea
⨯
Young Cheol Yoon,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
⨯
Ji Hyun Lee,

Roles Writing – review & editing

Affiliation Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea

https://orcid.org/0000-0002-8582-5436

⨯
Byung-Ok Choi,

Roles Data curation, Writing – review & editing

Affiliation Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
⨯
Jae-Hun Kim

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – review & editing

* E-mail: calmuri@naver.com (HSK); jaehun.kim78@gmail.com (JHK)

¶‡ HSK and JHK are contributed equally to this work as corresponding authors.

Affiliation Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
⨯

Efficient data labeling strategies for automated muscle segmentation in lower leg MRIs of Charcot-Marie-Tooth disease patients

Seung-Ah Lee,
Hyun Su Kim,
Ehwa Yang,
Young Cheol Yoon,
Ji Hyun Lee,
Byung-Ok Choi,
Jae-Hun Kim

Published: September 6, 2024
https://doi.org/10.1371/journal.pone.0310203

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Magnetic resonance imaging
Is the Subject Area "Magnetic resonance imaging" applicable to this article?

Thanks for your feedback.
Legs
Is the Subject Area "Legs" applicable to this article?

Thanks for your feedback.
Morphogenic segmentation
Is the Subject Area "Morphogenic segmentation" applicable to this article?

Thanks for your feedback.
Teachers
Is the Subject Area "Teachers" applicable to this article?

Thanks for your feedback.
Human learning
Is the Subject Area "Human learning" applicable to this article?

Thanks for your feedback.
Charcot-Marie-Tooth disease
Is the Subject Area "Charcot-Marie-Tooth disease" applicable to this article?

Thanks for your feedback.
Fats
Is the Subject Area "Fats" applicable to this article?

Thanks for your feedback.
Adipose tissue
Is the Subject Area "Adipose tissue" applicable to this article?

Thanks for your feedback.