Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

The anatomical location of imaging features is of crucial importance for accurate diagnosis in many medical tasks. Convolutional neural networks (CNN) have had huge successes in computer vision, but they lack the natural ability to incorporate the anatomical location in their decision making process...

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Detalles Bibliográficos
Autores principales: Ghafoorian, Mohsen, Karssemeijer, Nico, Heskes, Tom, van Uden, Inge W. M., Sanchez, Clara I., Litjens, Geert, de Leeuw, Frank-Erik, van Ginneken, Bram, Marchiori, Elena, Platel, Bram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5505987/
https://www.ncbi.nlm.nih.gov/pubmed/28698556
http://dx.doi.org/10.1038/s41598-017-05300-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5505987/
https://www.ncbi.nlm.nih.gov/pubmed/28698556
http://dx.doi.org/10.1038/s41598-017-05300-5

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