SynthMorph: learning contrast-invariant registration without acquired
images

SynthMorph: learning contrast-invariant registration without acquired images

21 April 2020

Benjamin Billot

Douglas N. Greve

Juan Eugenio Iglesias

Adrian V. Dalca

Papers citing "SynthMorph: learning contrast-invariant registration without acquired images"

17 / 17 papers shown

Title
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 51 0 0 31 Mar 2025
Learning accurate rigid registration for longitudinal brain MRI from synthetic data Jingru Fu Adrian V. Dalca B. Fischl R. Moreno Malte Hoffmann MedIm 85 0 0 22 Jan 2025
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput O. Puonti J. Iglesias OOD UQCV 40 0 0 11 Oct 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration Basar Demir Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Ebrahim Ebrahim Marc Niethammer OOD MedIm 43 8 0 01 Aug 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 49 0 0 29 May 2024
CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation Xia Li Runzhao Yang Xiangtai Li A. Lomax Ye Zhang Joachim Buhmann MedIm 32 0 0 24 May 2024
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches Henrik Skibbe Michal Byra A. Watakabe Tetsuo Yamamori M. Reisert MedIm 3DV 3DPC 20 0 0 12 Dec 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu O. Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 34 7 0 28 Nov 2023
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain Michal Byra Charissa Poon T. Shimogori Henrik Skibbe 22 4 0 08 Aug 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 39 36 0 28 Jul 2023
Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies Karthik Gopinath Douglas N. Greve Sudeshna Das Steve Arnold C. Magdamo Juan Eugenio Iglesias 11 7 0 02 May 2023
Inverse Consistency by Construction for Multistep Deep Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt Sylvain Bouix Raúl San José Estépar Richard Jarrett Rushmore Marc Niethammer MedIm 27 9 0 28 Apr 2023
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods Astrid Berg E. Vandersmissen M. Wimmer David Major Theresa Neubauer Dimitrios Lenis J. Cant A. Snoeckx Katja Bühler 26 2 0 23 Jan 2023
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey Jo Schlemper S. Salehi Bo Zhou Guido Gerig M. Sofka MedIm 25 16 0 27 Jun 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions Xin-Yue Fan Zi Li Ziyang Li Xiaolin Wang Risheng Liu Zhongxuan Luo Hao Huang 13 11 0 14 Mar 2022
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian V. Dalca M. Heinrich 29 182 0 08 Dec 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 32 128 0 04 Jan 2021