Deep Learning Renal Segmentation for Fully Automated Radiation Dose Estimation in Unsealed Source Therapy

BACKGROUND: Convolutional neural networks (CNNs) have been shown to be powerful tools to assist with object detection and—like a human observer—may be trained based on a relatively small cohort of reference subjects. Rapid, accurate organ recognition in medical imaging permits a variety of new quant...

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Detalles Bibliográficos
Autores principales: Jackson, Price, Hardcastle, Nicholas, Dawe, Noel, Kron, Tomas, Hofman, Michael S., Hicks, Rodney J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6010550/
https://www.ncbi.nlm.nih.gov/pubmed/29963496
http://dx.doi.org/10.3389/fonc.2018.00215

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6010550/
https://www.ncbi.nlm.nih.gov/pubmed/29963496
http://dx.doi.org/10.3389/fonc.2018.00215

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