Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensit...
Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
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Publisher
London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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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, hindering success in some medical image analysis...
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Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
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TN_cdi_doaj_primary_oai_doaj_org_article_c8edbcfcdad649f9906176888436eca7
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c8edbcfcdad649f9906176888436eca7
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-017-05300-5
