FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386986709> ?p ?o ?g. }

• W4386986709 endingPage "102975" @default.
• W4386986709 startingPage "102975" @default.
• W4386986709 abstract "Cine magnetic resonance imaging (MRI) is the current gold standard for the assessment of cardiac anatomy and function. However, it typically only acquires a set of two-dimensional (2D) slices of the underlying three-dimensional (3D) anatomy of the heart, thus limiting the understanding and analysis of both healthy and pathological cardiac morphology and physiology. In this paper, we propose a novel fully automatic surface reconstruction pipeline capable of reconstructing multi-class 3D cardiac anatomy meshes from raw cine MRI acquisitions. Its key component is a multi-class point cloud completion network (PCCN) capable of correcting both the sparsity and misalignment issues of the 3D reconstruction task in a unified model. We first evaluate the PCCN on a large synthetic dataset of biventricular anatomies and observe Chamfer distances between reconstructed and gold standard anatomies below or similar to the underlying image resolution for multiple levels of slice misalignment. Furthermore, we find a reduction in reconstruction error compared to a benchmark 3D U-Net by 32% and 24% in terms of Hausdorff distance and mean surface distance, respectively. We then apply the PCCN as part of our automated reconstruction pipeline to 1000 subjects from the UK Biobank study in a cross-domain transfer setting and demonstrate its ability to reconstruct accurate and topologically plausible biventricular heart meshes with clinical metrics comparable to the previous literature. Finally, we investigate the robustness of our proposed approach and observe its capacity to successfully handle multiple common outlier conditions." @default.
• W4386986709 created "2023-09-24" @default.
• W4386986709 creator A5023353591 @default.
• W4386986709 creator A5026482526 @default.
• W4386986709 creator A5063446245 @default.
• W4386986709 creator A5084723622 @default.
• W4386986709 date "2023-12-01" @default.
• W4386986709 modified "2023-10-09" @default.
• W4386986709 title "Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images" @default.
• W4386986709 cites W1872336954 @default.
• W4386986709 cites W1903029394 @default.
• W4386986709 cites W1974565304 @default.
• W4386986709 cites W2057021264 @default.
• W4386986709 cites W2099540110 @default.
• W4386986709 cites W2101163198 @default.
• W4386986709 cites W2109371650 @default.
• W4386986709 cites W2112129912 @default.
• W4386986709 cites W2116390358 @default.
• W4386986709 cites W2121535648 @default.
• W4386986709 cites W2127317088 @default.
• W4386986709 cites W2128071063 @default.
• W4386986709 cites W2166197001 @default.
• W4386986709 cites W2561189506 @default.
• W4386986709 cites W2580035316 @default.
• W4386986709 cites W2588983586 @default.
• W4386986709 cites W2594602134 @default.
• W4386986709 cites W2618315643 @default.
• W4386986709 cites W2620296437 @default.
• W4386986709 cites W2741423067 @default.
• W4386986709 cites W2782757898 @default.
• W4386986709 cites W2913562829 @default.
• W4386986709 cites W2956630538 @default.
• W4386986709 cites W2963073614 @default.
• W4386986709 cites W2968045006 @default.
• W4386986709 cites W2994823220 @default.
• W4386986709 cites W3006384348 @default.
• W4386986709 cites W3010152544 @default.
• W4386986709 cites W3015128089 @default.
• W4386986709 cites W3048384642 @default.
• W4386986709 cites W3082127558 @default.
• W4386986709 cites W3101612813 @default.
• W4386986709 cites W3164400942 @default.
• W4386986709 cites W3200745935 @default.
• W4386986709 cites W3211056089 @default.
• W4386986709 cites W3211153712 @default.
• W4386986709 cites W4225005541 @default.
• W4386986709 cites W4226199676 @default.
• W4386986709 cites W4233857083 @default.
• W4386986709 cites W4239576937 @default.
• W4386986709 cites W4318213638 @default.
• W4386986709 cites W4318213644 @default.
• W4386986709 cites W4318213692 @default.
• W4386986709 cites W4366082712 @default.
• W4386986709 doi "https://doi.org/10.1016/j.media.2023.102975" @default.
• W4386986709 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37804586" @default.
• W4386986709 hasPublicationYear "2023" @default.
• W4386986709 type Work @default.
• W4386986709 citedByCount "1" @default.
• W4386986709 crossrefType "journal-article" @default.
• W4386986709 hasAuthorship W4386986709A5023353591 @default.
• W4386986709 hasAuthorship W4386986709A5026482526 @default.
• W4386986709 hasAuthorship W4386986709A5063446245 @default.
• W4386986709 hasAuthorship W4386986709A5084723622 @default.
• W4386986709 hasBestOaLocation W43869867091 @default.
• W4386986709 hasConcept C104317684 @default.
• W4386986709 hasConcept C109950114 @default.
• W4386986709 hasConcept C121684516 @default.
• W4386986709 hasConcept C126838900 @default.
• W4386986709 hasConcept C127313418 @default.
• W4386986709 hasConcept C131979681 @default.
• W4386986709 hasConcept C13280743 @default.
• W4386986709 hasConcept C143409427 @default.
• W4386986709 hasConcept C153180895 @default.
• W4386986709 hasConcept C154945302 @default.
• W4386986709 hasConcept C185592680 @default.
• W4386986709 hasConcept C185798385 @default.
• W4386986709 hasConcept C20885615 @default.
• W4386986709 hasConcept C2524010 @default.
• W4386986709 hasConcept C2776799497 @default.
• W4386986709 hasConcept C31487907 @default.
• W4386986709 hasConcept C31972630 @default.
• W4386986709 hasConcept C33923547 @default.
• W4386986709 hasConcept C40993552 @default.
• W4386986709 hasConcept C41008148 @default.
• W4386986709 hasConcept C55493867 @default.
• W4386986709 hasConcept C63479239 @default.
• W4386986709 hasConcept C71924100 @default.
• W4386986709 hasConcept C79337645 @default.
• W4386986709 hasConcept C89600930 @default.
• W4386986709 hasConceptScore W4386986709C104317684 @default.
• W4386986709 hasConceptScore W4386986709C109950114 @default.
• W4386986709 hasConceptScore W4386986709C121684516 @default.
• W4386986709 hasConceptScore W4386986709C126838900 @default.
• W4386986709 hasConceptScore W4386986709C127313418 @default.
• W4386986709 hasConceptScore W4386986709C131979681 @default.
• W4386986709 hasConceptScore W4386986709C13280743 @default.
• W4386986709 hasConceptScore W4386986709C143409427 @default.
• W4386986709 hasConceptScore W4386986709C153180895 @default.

• next