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Automated Segmentation of Abdominal Skeletal Muscle on Pediatric CT Scans Using Deep Learning

PURPOSE: To automate skeletal muscle segmentation in a pediatric population using convolutional neural networks that identify and segment the L3 level at CT. MATERIALS AND METHODS: In this retrospective study, two sets of U-Net–based models were developed to identify the L3 level in the sagittal pla...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Radiol Artif Intell
Egile Nagusiak: Castiglione, James, Somasundaram, Elanchezhian, Gilligan, Leah A., Trout, Andrew T., Brady, Samuel
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Radiological Society of North America 2021
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC8043356/
https://ncbi.nlm.nih.gov/pubmed/33937859
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2021200130
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