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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...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| 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 |