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Integration of spatial information in convolutional neural networks for automatic segmentation of intraoperative transrectal ultrasound images

Image guidance systems that register scans of the prostate obtained using transrectal ultrasound (TRUS) and magnetic resonance imaging are becoming increasingly popular as a means of enabling tumor-targeted prostate cancer biopsy and treatment. However, intraoperative segmentation of TRUS images to...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Ghavami, Nooshin, Hu, Yipeng, Bonmati, Ester, Rodell, Rachael, Gibson, Eli, Moore, Caroline, Barratt, Dean
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6102407/
https://ncbi.nlm.nih.gov/pubmed/30840715
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.1.011003
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