Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890428148> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2890428148 endingPage "196" @default.
- W2890428148 startingPage "188" @default.
- W2890428148 abstract "Radial 2D MRI scans of the hip are routinely used for the diagnosis of the cam-type of femoroacetabular impingement (FAI) and of avascular necrosis (AVN) of the femoral head, which are considered causes of hip joint osteoarthritis in young and active patients. However, for computer assisted planning of surgical treatment, it is highly desired to have 3D models of the proximal femur. In this paper, we propose a novel volumetric convolutional neural network (CNN) based framework to fully automatically extract 3D models of the proximal femur from sparsely hip radial slices. Our framework starts with a spatial transform to interpolate sparse 2D radial MR images to a densely sampled 3D volume data. Automated segmentation of the interpolated 3D volume data is very challenging due to the poor image quality and the interpolation artifact. To tackle these challenges, we introduce a multi-level latent shape space constrained 3D U-net, referred as Latent3DU-net, to incorporate prior shape knowledge into voxelwise semantic segmentation of the interpolated 3D volume. Comprehensive results obtained from 25 patient data demonstrated the effectiveness of the proposed framework." @default.
- W2890428148 created "2018-09-27" @default.
- W2890428148 creator A5010877944 @default.
- W2890428148 creator A5027220146 @default.
- W2890428148 creator A5064869857 @default.
- W2890428148 creator A5082199637 @default.
- W2890428148 creator A5082732735 @default.
- W2890428148 creator A5087805012 @default.
- W2890428148 creator A5088035307 @default.
- W2890428148 date "2018-01-01" @default.
- W2890428148 modified "2023-10-16" @default.
- W2890428148 title "Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip" @default.
- W2890428148 cites W1966300935 @default.
- W2890428148 cites W2033989308 @default.
- W2890428148 cites W2061336036 @default.
- W2890428148 cites W2064032134 @default.
- W2890428148 cites W2073625285 @default.
- W2890428148 cites W2144885778 @default.
- W2890428148 cites W2338532005 @default.
- W2890428148 cites W2464708700 @default.
- W2890428148 cites W2592929672 @default.
- W2890428148 cites W2613041730 @default.
- W2890428148 cites W2620296437 @default.
- W2890428148 cites W2752238301 @default.
- W2890428148 cites W2757451466 @default.
- W2890428148 cites W2964137676 @default.
- W2890428148 doi "https://doi.org/10.1007/978-3-030-00919-9_22" @default.
- W2890428148 hasPublicationYear "2018" @default.
- W2890428148 type Work @default.
- W2890428148 sameAs 2890428148 @default.
- W2890428148 citedByCount "8" @default.
- W2890428148 countsByYear W28904281482020 @default.
- W2890428148 countsByYear W28904281482021 @default.
- W2890428148 countsByYear W28904281482023 @default.
- W2890428148 crossrefType "book-chapter" @default.
- W2890428148 hasAuthorship W2890428148A5010877944 @default.
- W2890428148 hasAuthorship W2890428148A5027220146 @default.
- W2890428148 hasAuthorship W2890428148A5064869857 @default.
- W2890428148 hasAuthorship W2890428148A5082199637 @default.
- W2890428148 hasAuthorship W2890428148A5082732735 @default.
- W2890428148 hasAuthorship W2890428148A5087805012 @default.
- W2890428148 hasAuthorship W2890428148A5088035307 @default.
- W2890428148 hasConcept C115961682 @default.
- W2890428148 hasConcept C121332964 @default.
- W2890428148 hasConcept C126838900 @default.
- W2890428148 hasConcept C137800194 @default.
- W2890428148 hasConcept C153180895 @default.
- W2890428148 hasConcept C154945302 @default.
- W2890428148 hasConcept C20556612 @default.
- W2890428148 hasConcept C2779010991 @default.
- W2890428148 hasConcept C2779961238 @default.
- W2890428148 hasConcept C31972630 @default.
- W2890428148 hasConcept C41008148 @default.
- W2890428148 hasConcept C62520636 @default.
- W2890428148 hasConcept C71924100 @default.
- W2890428148 hasConcept C81363708 @default.
- W2890428148 hasConcept C89600930 @default.
- W2890428148 hasConceptScore W2890428148C115961682 @default.
- W2890428148 hasConceptScore W2890428148C121332964 @default.
- W2890428148 hasConceptScore W2890428148C126838900 @default.
- W2890428148 hasConceptScore W2890428148C137800194 @default.
- W2890428148 hasConceptScore W2890428148C153180895 @default.
- W2890428148 hasConceptScore W2890428148C154945302 @default.
- W2890428148 hasConceptScore W2890428148C20556612 @default.
- W2890428148 hasConceptScore W2890428148C2779010991 @default.
- W2890428148 hasConceptScore W2890428148C2779961238 @default.
- W2890428148 hasConceptScore W2890428148C31972630 @default.
- W2890428148 hasConceptScore W2890428148C41008148 @default.
- W2890428148 hasConceptScore W2890428148C62520636 @default.
- W2890428148 hasConceptScore W2890428148C71924100 @default.
- W2890428148 hasConceptScore W2890428148C81363708 @default.
- W2890428148 hasConceptScore W2890428148C89600930 @default.
- W2890428148 hasLocation W28904281481 @default.
- W2890428148 hasOpenAccess W2890428148 @default.
- W2890428148 hasPrimaryLocation W28904281481 @default.
- W2890428148 hasRelatedWork W1669643531 @default.
- W2890428148 hasRelatedWork W1982826852 @default.
- W2890428148 hasRelatedWork W2005437358 @default.
- W2890428148 hasRelatedWork W2008656436 @default.
- W2890428148 hasRelatedWork W2023558673 @default.
- W2890428148 hasRelatedWork W2110230079 @default.
- W2890428148 hasRelatedWork W2134924024 @default.
- W2890428148 hasRelatedWork W2517104666 @default.
- W2890428148 hasRelatedWork W2613186388 @default.
- W2890428148 hasRelatedWork W1967061043 @default.
- W2890428148 isParatext "false" @default.
- W2890428148 isRetracted "false" @default.
- W2890428148 magId "2890428148" @default.
- W2890428148 workType "book-chapter" @default.