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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Med Imaging (Bellingham)
Prif Awduron: Ghavami, Nooshin, Hu, Yipeng, Bonmati, Ester, Rodell, Rachael, Gibson, Eli, Moore, Caroline, Barratt, Dean
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Society of Photo-Optical Instrumentation Engineers 2018
Pynciau:
Mynediad Ar-lein: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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