Farina, Eduardo M. J. M.
Matsuoka, Felipe A. https://orcid.org/0009-0008-1002-909X
Corradi, Gustavo
Yamagishi, Yosuke
Abe, Masatoshi
Pfeiffer, Maximilian
Souza, Andrea S.
Moreno, Raquel
Bramati, Ivanei
Moll, Fernanda
Bitencourt, Almir
Sacomani, Carlos
Damião, Soraia Quaranta
Chojniak, Rubens
Abdala, Nitamar
Ragazzini, Rodrigo
Carrete, Henrique Jr.
Kuriki, Paulo E. A.
Takahashi, Marcelo Straus
Caserta, Nelson
Nomura, Cesar H.
Kitamura, Felipe C.
Article History
Received: 15 September 2025
Revised: 6 November 2025
Accepted: 24 November 2025
First Online: 16 December 2025
Declarations
:
: As this work used a public dataset, no ethical approval is required.
: The patient provided informed consent for the use and display of their facial CT images.
: F. K. is a consultant for Bunkerhill Health, a consultant for GE Healthcare, a consultant for MD.ai, a speaker for Sharing Progress in Cancer Care, an early career consultant to the Editor of Radiology, an associate editor of Radiology Artificial Intelligence, a vice chair of the SIIM ML Committee, a member of the RSNA AI Committee, and a member of the RSNA Radiology Informatics Council.