Fast learning-based registration of sparse 3D clinical images

We introduce SparseVM, a method that registers clinical-quality 3D MR scans both faster and more accurately than previously possible. Deformable alignment, or registration, of clinical scans is a fundamental task for many clinical neuroscience studies. However, most registration algorithms are desig...

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Bibliographic Details
Main Authors: Lewis, Kathleen M.(Kathleen Marie), Guttag, John V, Dalca, Adrian Vasile
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Association for Computing Machinery (ACM) 2021
Online Access:https://hdl.handle.net/1721.1/129553