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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Bibliographische Detailangaben
Veröffentlicht in:Front Oncol
Hauptverfasser: Jackson, Price, Hardcastle, Nicholas, Dawe, Noel, Kron, Tomas, Hofman, Michael S., Hicks, Rodney J.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2018
Schlagworte:
Oncology
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6010550/
https://ncbi.nlm.nih.gov/pubmed/29963496
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2018.00215
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