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Fully Automatic Catheter Segmentation in MRI with 3D Convolutional Neural Networks: Application to MRI-guided Gynecologic Brachytherapy

Extemal-beam radiotherapy followed by High Dose Rate (HDR) brachytherapy is the standard-of-care for treating gynecologic cancers. The enhanced soft-tissue contrast provided by Magnetic Resonance Imaging (MRI) makes it a valuable imaging modality for diagnosing and treating these cancers. However, i...

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Bibliografske podrobnosti
izdano v:Phys Med Biol
Main Authors: Zaffino, Paolo, Penelle, Guillaume, Mastmeyer, Andre, Mehrtash, Alireza, Zhang, Hongtao, Kikinis, Ron, Kapur, Tina, Spadea, Maria Francesca
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6726393/
https://ncbi.nlm.nih.gov/pubmed/31272095
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/ab2f47
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