ContraReg: Contrastive Learning of Multi-modality Unsupervised
Deformable Image Registration

ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration

27 June 2022

Guido Gerig

Papers citing "ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration"

10 / 10 papers shown

Title
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization Yinsong Wang Siyi Du Shaoming Zheng Xinzhe Luo Chen Qin 27 1 0 03 Aug 2024
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration Tao Guo Yinuo Wang Shihao Shu Diansheng Chen Zhouping Tang Cai Meng Xiangzhi Bai Mamba 14 7 0 25 Jan 2024
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 25 3 0 28 Dec 2023
MAD: Modality Agnostic Distance Measure for Image Registration Vasiliki Sideri-Lampretsa Veronika A. Zimmer Huaqi Qiu Georgios Kaissis Daniel Rueckert MedIm 37 4 0 06 Sep 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 30 36 0 28 Jul 2023
Can representation learning for multimodal image registration be improved by supervision of intermediate layers? Elisabeth Wetzer Joakim Lindblad Natavsa Sladoje SSL 8 1 0 01 Mar 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis Mengwei Ren Neel Dey Martin Styner K. Botteron Guido Gerig 11 18 0 09 Jun 2022
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 23 14 0 20 Apr 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 100 38 0 11 Feb 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