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

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

Abstract 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 makin...

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Autores principales: Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Inge W. M. van Uden, Clara I. Sanchez, Geert Litjens, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2017
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/c8edbcfcdad649f9906176888436eca7
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