Screening of adolescent idiopathic scoliosis using generative adversarial network (GAN) inversion method in chest radiographs

OBJECTIVE: Conventional computer-aided diagnosis using convolutional neural networks (CNN) has limitations in detecting sensitive changes and determining accurate decision boundaries in spectral and structural diseases such as scoliosis. We devised a new method to detect and diagnose adolescent idio...

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Detalles Bibliográficos
Autores principales: Lee, Jun Soo, Shin, Keewon, Ryu, Seung Min, Jegal, Seong Gyu, Lee, Woojin, Yoon, Min A., Hong, Gil-Sun, Paik, Sanghyun, Kim, Namkug
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202263/
https://www.ncbi.nlm.nih.gov/pubmed/37216382
http://dx.doi.org/10.1371/journal.pone.0285489

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202263/
https://www.ncbi.nlm.nih.gov/pubmed/37216382
http://dx.doi.org/10.1371/journal.pone.0285489

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