Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis

BACKGROUND: In recent years, there has been considerable research on the use of artificial intelligence to estimate age and disease status from medical images. However, age estimation from chest X-ray (CXR) images has not been well studied and the clinical significance of estimated age has not been...

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Detalles Bibliográficos
Autores principales: Ieki, Hirotaka, Ito, Kaoru, Saji, Mike, Kawakami, Rei, Nagatomo, Yuji, Takada, Kaori, Kariyasu, Toshiya, Machida, Haruhiko, Koyama, Satoshi, Yoshida, Hiroki, Kurosawa, Ryo, Matsunaga, Hiroshi, Miyazawa, Kazuo, Ozaki, Kouichi, Onouchi, Yoshihiro, Katsushika, Susumu, Matsuoka, Ryo, Shinohara, Hiroki, Yamaguchi, Toshihiro, Kodera, Satoshi, Higashikuni, Yasutomi, Fujiu, Katsuhito, Akazawa, Hiroshi, Iguchi, Nobuo, Isobe, Mitsuaki, Yoshikawa, Tsutomu, Komuro, Issei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9734197/
https://www.ncbi.nlm.nih.gov/pubmed/36494479
http://dx.doi.org/10.1038/s43856-022-00220-6

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