DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model

2021 ◽  
Author(s):  
Xiaoru Gao ◽  
Jeroen Van Houtte ◽  
Zihao Chen ◽  
Guoyan Zheng
Keyword(s):  
Deep Learning ◽  
Image Registration ◽  
Deformable Image Registration ◽  
Deformation Model ◽  
Learning Framework ◽  
Statistical Deformation Model

scholarly journals A deep learning framework for unsupervised affine and deformable image registration

2019 ◽  
Vol 52 ◽  
pp. 128-143 ◽  
Author(s):  
Bob D. de Vos ◽  
Floris F. Berendsen ◽  
Max A. Viergever ◽  
Hessam Sokooti ◽  
Marius Staring ◽  
...  
Keyword(s):  
Deep Learning ◽  
Image Registration ◽  
Deformable Image Registration ◽  
Learning Framework

scholarly journals Best Paper Selection

2020 ◽  
Vol 29 (01) ◽  
pp. 143-144
Keyword(s):  
Deep Learning ◽  
Bayesian Inference ◽  
Image Registration ◽  
Information Fusion ◽  
Medical Image ◽  
Deformable Image Registration ◽  
Multimodal Data ◽  
Learning Framework ◽  
Image Translation ◽  
Science Article

Armanious K, Jiang C, Fischer M, Küstner T, Hepp T, Nikolaou K, Gatidis S, Yang B. MedGAN: Medical image translation using GANs. Comput Med Imaging Graph 2020;79:101684 https://www.sciencedirect.com/science/article/pii/S0895611119300990?via%3Dihub Chandra BS, Sastry CS, Jana S. Robust heartbeat detection from multimodal data via cnn-based generalizable information fusion. IEEE Trans Biomed Eng 2019 Mar;66(3):710-7 https://ieeexplore.ieee.org/document/8410035/ de Vos BD, Berendsen FF, Viergever MA, Sokooti H, Staring M, Išgum I. A deep learning framework for unsupervised affine and deformable image registration. Med Image Anal 2019 Feb;52:128-43 https://www.sciencedirect.com/science/article/abs/pii/S1361841518300495?via%3Dihub Zhu T, Pimentel MAF, Clifford GD, Clifton DA. Unsupervised Bayesian inference to fuse biosignal sensory estimates for personalizing care. IEEE J Biomed Health Inform 2019 Jan;23(1):47-58 https://ieeexplore.ieee.org/document/8372446/

Non-rigid brain image registration using a statistical deformation model

2006 ◽  
Author(s):  
Jeroen Wouters ◽  
Emiliano D'Agostino ◽  
Frederik Maes ◽  
Dirk Vandermeulen ◽  
Paul Suetens
Keyword(s):  
Image Registration ◽  
Deformation Model ◽  
Brain Image ◽  
Statistical Deformation Model
Sign in / Sign up

Export Citation Format

Share Document