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Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

Deep learning-based image segmentation is by now firmly established as a robust tool in image segmentation. It has been widely used to separate homogeneous areas as the first and critical component of diagnosis and treatment pipeline. In this article, we present a critical appraisal of popular metho...

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Detalles Bibliográficos
Autores principales: Hesamian, Mohammad Hesam, Jia, Wenjing, He, Xiangjian, Kennedy, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646484/
https://www.ncbi.nlm.nih.gov/pubmed/31144149
http://dx.doi.org/10.1007/s10278-019-00227-x