Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation

Kyung-Su Kim; Byung Kil Kim; Myung Jin Chung; Hyun Bin Cho; Beak Hwan Cho; Yong Gi Jung

doi:10.1371/journal.pone.0263125

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Open Access

Peer-reviewed

Research Article

Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation

Kyung-Su Kim ,

Contributed equally to this work with: Kyung-Su Kim, Byung Kil Kim

Roles Formal analysis, Methodology, Software, Writing – original draft

Affiliation Medical AI Research Center, Samsung Medical Center, Seoul, Republic of Korea

https://orcid.org/0000-0001-6622-6545

⨯
Byung Kil Kim ,

Contributed equally to this work with: Kyung-Su Kim, Byung Kil Kim

Roles Data curation, Investigation, Methodology, Writing – original draft

Affiliation Department of Otorhinolaryngology-Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
⨯
Myung Jin Chung,

Roles Methodology, Project administration, Supervision

Affiliations Medical AI Research Center, Samsung Medical Center, Seoul, Republic of Korea, Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
⨯
Hyun Bin Cho,

Roles Formal analysis, Software, Validation

Affiliation Medical AI Research Center, Samsung Medical Center, Seoul, Republic of Korea
⨯
Beak Hwan Cho ,

Roles Formal analysis, Methodology, Project administration, Supervision, Writing – review & editing

* E-mail: ent.jyg@gmail.com (YGJ); baekhwan.cho@samsung.com (BHC)

¶‡ These authors also contributed equally to this work.

Affiliations Medical AI Research Center, Samsung Medical Center, Seoul, Republic of Korea, Department of Medical Device Management and Research, SAIHST, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

https://orcid.org/0000-0001-7722-5660

⨯
Yong Gi Jung

Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

* E-mail: ent.jyg@gmail.com (YGJ); baekhwan.cho@samsung.com (BHC)

¶‡ These authors also contributed equally to this work.

Affiliations Medical AI Research Center, Samsung Medical Center, Seoul, Republic of Korea, Department of Otorhinolaryngology-Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

https://orcid.org/0000-0001-7456-849X

⨯

Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation

Kyung-Su Kim,
Byung Kil Kim,
Myung Jin Chung,
Hyun Bin Cho,
Beak Hwan Cho,
Yong Gi Jung

Published: February 25, 2022
https://doi.org/10.1371/journal.pone.0263125

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