A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction
Fanwei Kong,
Nathan Wilson,
Shawn C. Shadden
Abstract:Automated construction of surface geometries of cardiac structures from volumetric medical images is important for a number of clinical applications. While deep-learning based approaches have demonstrated promising reconstruction precision, these approaches have mostly focused on voxel-wise segmentation followed by surface reconstruction and post-processing techniques. However, such approaches suffer from a number of limitations including disconnected regions or incorrect surface topology due to erroneous segm… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.