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Deep learning approach to discontinuity-preserving image registration
(2020-05-01)
Image registration is an indispensable tool in medical image analysis. Traditionally, registration algorithms are aimed at aligning image pairs using regularizers to impose smoothness restrictions on unknown deformation ...
Mathematical methods for 2D-3D cardiac image registration
(2016-12-01)
We propose a mathematical formulation aimed at intensity-based slice-to-volume registration,
aligning a cross-sectional slice of a 3D volume to a 2D image. The approach is
flexible and can accommodate various regularization ...
A coherent point drift algorithm for breast image registration via surface markers
(2017-03-01)
Breast Magnetic Resonance Imaging (MRI) is a reliable imaging tool for localization and
evaluation of lesions prior to breast conserving surgery (BCS). MR images typically will
be used to determine the size and location ...
Computational methods for medical image registration
(2021-04-01)
A significant amount of research has been dedicated to the improvement of techniques in the field of medical image analysis. Imaging modalities have been improved and new acquisition methods have been introduced to reveal ...