Determining body height and weight from thoracic and abdominal CT localizers in pediatric and young adult patients using deep learning

In this retrospective study, we aimed to predict the body height and weight of pediatric patients using CT localizers, which are overview scans performed before the acquisition of the CT. We trained three commonly used networks (EfficientNetV2-S, ResNet-18, and ResNet-34) on a cohort of 1009 and 111...

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Detalles Bibliográficos
Autores principales: Demircioğlu, Aydin, Quinsten, Anton S., Umutlu, Lale, Forsting, Michael, Nassenstein, Kai, Bos, Denise
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624655/
https://www.ncbi.nlm.nih.gov/pubmed/37923758
http://dx.doi.org/10.1038/s41598-023-46080-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624655/
https://www.ncbi.nlm.nih.gov/pubmed/37923758
http://dx.doi.org/10.1038/s41598-023-46080-5

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