F3RNet: full-resolution residual registration network for deformable image registration
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-021-02359-4
Abstract: Deformable image registration (DIR) is essential for many image-guided therapies. Recently, deep learning approaches have gained substantial popularity and success in DIR. Most deep learning approaches use the so-called mono-stream high-to-low, low-to-high network structure and… read more here.
Keywords: image; network; registration network; registration ... See more keywords
An Unsupervised 3D Image Registration Network for Brain MRI Deformable Registration
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/9246378
Abstract: In recent years, deep learning has made successful applications and remarkable achievements in the field of medical image registration, and the method of medical image registration based on deep learning has become the current research… read more here.
Keywords: network; registration; registration network; image registration ... See more keywords
Deformable medical image registration based on CNN.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of X-ray science and technology"
DOI: 10.3233/xst-221252
Abstract: OBJECTIVE This study aims to develop and test a new image registration method in which full-scale skip connections in the encoding process is added into the registration network, which can predict the deformation field more… read more here.
Keywords: deformation; registration; registration network; image registration ... See more keywords
Progressive 3D biomedical image registration network based on deep self-calibration
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroinformatics"
DOI: 10.3389/fninf.2022.932879
Abstract: Three dimensional deformable image registration (DIR) is a key enabling technique in building digital neuronal atlases of the brain, which can model the local non-linear deformation between a pair of biomedical images and align the… read more here.
Keywords: registration; registration network; image registration; non linear ... See more keywords