research product . Other ORP type . Under curation

Learn2Reg - The Challenge

Adrian Dalca; Yipeng Hu; Tom Vercauteren; Mattias Heinrich; Lasse Hansen; Marc Modat; Bob de Vos; Yiming Xiao; Hassan Rivaz; Matthieu Chabanas; ...
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  • Publisher: Zenodo
Abstract
<p>This is the challenge design document for &quot;Learn2Reg - The Challenge&quot;, accepted for MICCAI 2020.</p> <p>Medical image registration plays a very important role in improving clinical workflows, computer-assisted interventions and diagnosis as well as for research studies involving e.g. morphological analysis. Besides ongoing research into new concepts for optimisation, similarity metrics and deformation models, deep learning for medical registration is currently starting to show promising advances that could improve the robustness, computation speed and accuracy of conventional algorithms to enable better practical translation. Nevertheless, there ex...
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