FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4284970811> ?p ?o ?g. }

• W4284970811 endingPage "151" @default.
• W4284970811 startingPage "141" @default.
• W4284970811 abstract "Recently, deep-learning-based approaches have been widely studied for deformable image registration task. However, most efforts directly map the composite image representation to spatial transformation through the convolutional neural network, ignoring its limited ability to capture spatial correspondence. On the other hand, Transformer can better characterize the spatial relationship with attention mechanism, its long-range dependency may be harmful to the registration task, where voxels with too large distances are unlikely to be corresponding pairs. In this study, we propose a novel Deformer module along with a multi-scale framework for the deformable image registration task. The Deformer module is designed to facilitate the mapping from image representation to spatial transformation by formulating the displacement vector prediction as the weighted summation of several bases. With the multi-scale framework to predict the displacement fields in a coarse-to-fine manner, superior performance can be achieved compared with traditional and learning-based approaches. Comprehensive experiments on two public datasets are conducted to demonstrate the effectiveness of the proposed Deformer module as well as the multi-scale framework." @default.
• W4284970811 created "2022-07-10" @default.
• W4284970811 creator A5014222179 @default.
• W4284970811 creator A5023583823 @default.
• W4284970811 creator A5046454314 @default.
• W4284970811 creator A5051649145 @default.
• W4284970811 creator A5058644424 @default.
• W4284970811 creator A5071773009 @default.
• W4284970811 creator A5072093745 @default.
• W4284970811 creator A5090627414 @default.
• W4284970811 date "2022-01-01" @default.
• W4284970811 modified "2023-10-16" @default.
• W4284970811 title "Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration" @default.
• W4284970811 cites W1970928383 @default.
• W4284970811 cites W1990885164 @default.
• W4284970811 cites W2083099567 @default.
• W4284970811 cites W2103857226 @default.
• W4284970811 cites W2107956652 @default.
• W4284970811 cites W2150534249 @default.
• W4284970811 cites W2752785527 @default.
• W4284970811 cites W2885545038 @default.
• W4284970811 cites W2891590469 @default.
• W4284970811 cites W2962934715 @default.
• W4284970811 cites W2963446712 @default.
• W4284970811 cites W2979431346 @default.
• W4284970811 cites W2979887197 @default.
• W4284970811 cites W2979954794 @default.
• W4284970811 cites W3092212736 @default.
• W4284970811 cites W3092446792 @default.
• W4284970811 cites W3104164805 @default.
• W4284970811 cites W3122435768 @default.
• W4284970811 cites W3136762441 @default.
• W4284970811 cites W3159897537 @default.
• W4284970811 cites W3202591199 @default.
• W4284970811 cites W3203698096 @default.
• W4284970811 cites W4226497331 @default.
• W4284970811 cites W4287084109 @default.
• W4284970811 doi "https://doi.org/10.1007/978-3-031-16446-0_14" @default.
• W4284970811 hasPublicationYear "2022" @default.
• W4284970811 type Work @default.
• W4284970811 citedByCount "4" @default.
• W4284970811 countsByYear W42849708112022 @default.
• W4284970811 countsByYear W42849708112023 @default.
• W4284970811 crossrefType "book-chapter" @default.
• W4284970811 hasAuthorship W4284970811A5014222179 @default.
• W4284970811 hasAuthorship W4284970811A5023583823 @default.
• W4284970811 hasAuthorship W4284970811A5046454314 @default.
• W4284970811 hasAuthorship W4284970811A5051649145 @default.
• W4284970811 hasAuthorship W4284970811A5058644424 @default.
• W4284970811 hasAuthorship W4284970811A5071773009 @default.
• W4284970811 hasAuthorship W4284970811A5072093745 @default.
• W4284970811 hasAuthorship W4284970811A5090627414 @default.
• W4284970811 hasBestOaLocation W42849708112 @default.
• W4284970811 hasConcept C104317684 @default.
• W4284970811 hasConcept C107551265 @default.
• W4284970811 hasConcept C108583219 @default.
• W4284970811 hasConcept C115961682 @default.
• W4284970811 hasConcept C121332964 @default.
• W4284970811 hasConcept C135628077 @default.
• W4284970811 hasConcept C153180895 @default.
• W4284970811 hasConcept C154945302 @default.
• W4284970811 hasConcept C15744967 @default.
• W4284970811 hasConcept C162324750 @default.
• W4284970811 hasConcept C166704113 @default.
• W4284970811 hasConcept C17744445 @default.
• W4284970811 hasConcept C185592680 @default.
• W4284970811 hasConcept C187736073 @default.
• W4284970811 hasConcept C199539241 @default.
• W4284970811 hasConcept C204241405 @default.
• W4284970811 hasConcept C2776359362 @default.
• W4284970811 hasConcept C2780451532 @default.
• W4284970811 hasConcept C29660869 @default.
• W4284970811 hasConcept C31972630 @default.
• W4284970811 hasConcept C41008148 @default.
• W4284970811 hasConcept C542102704 @default.
• W4284970811 hasConcept C55493867 @default.
• W4284970811 hasConcept C56435381 @default.
• W4284970811 hasConcept C59404180 @default.
• W4284970811 hasConcept C81363708 @default.
• W4284970811 hasConcept C94625758 @default.
• W4284970811 hasConcept C97355855 @default.
• W4284970811 hasConceptScore W4284970811C104317684 @default.
• W4284970811 hasConceptScore W4284970811C107551265 @default.
• W4284970811 hasConceptScore W4284970811C108583219 @default.
• W4284970811 hasConceptScore W4284970811C115961682 @default.
• W4284970811 hasConceptScore W4284970811C121332964 @default.
• W4284970811 hasConceptScore W4284970811C135628077 @default.
• W4284970811 hasConceptScore W4284970811C153180895 @default.
• W4284970811 hasConceptScore W4284970811C154945302 @default.
• W4284970811 hasConceptScore W4284970811C15744967 @default.
• W4284970811 hasConceptScore W4284970811C162324750 @default.
• W4284970811 hasConceptScore W4284970811C166704113 @default.
• W4284970811 hasConceptScore W4284970811C17744445 @default.
• W4284970811 hasConceptScore W4284970811C185592680 @default.
• W4284970811 hasConceptScore W4284970811C187736073 @default.
• W4284970811 hasConceptScore W4284970811C199539241 @default.
• W4284970811 hasConceptScore W4284970811C204241405 @default.
• W4284970811 hasConceptScore W4284970811C2776359362 @default.

• next