Fine-Grain Segmentation of the Intervertebral Discs from MR Spine Images Using Deep Convolutional Neural Networks: BSU-Net

We propose a new deep learning network capable of successfully segmenting intervertebral discs and their complex boundaries from magnetic resonance (MR) spine images. The existing U-network (U-net) is known to perform well in various segmentation tasks in medical images; however, its performance wit...

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Detalles Bibliográficos
Autores principales: Kim, Sewon, Bae, Won C., Masuda, Koichi, Chung, Christine B., Hwang, Dosik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326186/
https://www.ncbi.nlm.nih.gov/pubmed/30637135
http://dx.doi.org/10.3390/app8091656

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326186/
https://www.ncbi.nlm.nih.gov/pubmed/30637135
http://dx.doi.org/10.3390/app8091656

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