Browsing Institutt for IKT og realfag by Author "Gjesdal, Kjell-Inge"
Now showing items 1-3 of 3
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Detecting Small Anatomical Structures in 3D Knee MRI Segmentation by Fully Convolutional Networks
Sun, Mengtao; Lu, Li; Hameed, Ibrahim A.; Skaar Kulseng, Carl Petter; Gjesdal, Kjell-Inge (Journal article; Peer reviewed, 2021) -
Multi-label Medical Image Segmentation using Convolutional Neural Networks
Lu, Li (Master thesis, 2020)Deep learning algorithms, in particular convolutional neural networks, are becoming a promising research tool in medical image segmentation. This thesis attempted to use annotated knee MRI images provided by Sunnmøre ... -
Segmentation of Knee Joint Using 3D Convolutional Neural Networks
Sperre, Jørgen André (Master thesis, 2020)Dyp læring teknikker har hatt økende popularitet for medisin-relaterte segmenterings oppgaver de siste årene. Denne studien bruker ett 3D konvolusjonelt nevralt nettverk (CNN) kalt nnU-Net, for å automatisk semantisk ...