Automatic Needle Segmentation and Localization in MRI with 3D Convolutional Neural Networks: Application to MRI-targeted Prostate Biopsy

Image-guidance improves tissue sampling during biopsy by allowing the physician to visualize the tip and trajectory of the biopsy needle relative to the target in MRI, CT, ultrasound, or other relevant imagery. This paper reports a system for fast automatic needle tip and trajectory localization and...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Mehrtash, Alireza, Ghafoorian, Mohsen, Pernelle, Guillaume, Ziaei, Alireza, Heslinga, Friso G., Tuncali, Kemal, Fedorov, Andriy, Kikinis, Ron, Tempany, Clare M., Wells, William M., Abolmaesumi, Purang, Kapur, Tina
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6450731/
https://ncbi.nlm.nih.gov/pubmed/30334789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2876796
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