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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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: 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
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2017
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Article
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5505987/
https://ncbi.nlm.nih.gov/pubmed/28698556
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-05300-5
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