Unsupervised Deformable Registration for Multi-Modal Images via
Disentangled Representations

Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations

22 March 2019

Daniel Rueckert

Papers citing "Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations"

16 / 16 papers shown

Title
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
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
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 42 36 0 28 Jul 2023
Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration Zhiying Jiang Zengxi Zhang Jinyuan Liu Xin-Yue Fan Risheng Liu 22 2 0 12 Apr 2023
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors Anjun Hu J. Falet Brennan Nichyporuk Changjian Shui Douglas L. Arnold Sotirios A. Tsaftaris Tal Arbel 19 2 0 15 Nov 2022
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
Multi-modal unsupervised brain image registration using edge maps Vasiliki Sideri-Lampretsa Georgios Kaissis Daniel Rueckert MedIm 33 7 0 09 Feb 2022
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 21 14 0 30 Jul 2021
Multi-scale Neural ODEs for 3D Medical Image Registration Junshen Xu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 13 23 0 16 Jun 2021
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas Adria Casamitjanaa Marco Lorenzi Sebastiano Ferraris Locht Peter Marc Modat A. Stevens Bruce Fischld Tom Vercauterenc Juan Eugenio Iglesias 20 16 0 30 Apr 2021
Semi-supervised Pathology Segmentation with Disentangled Representations Haochuan Jiang A. Chartsias Xinheng Zhang G. Papanastasiou S. Semple M. Dweck David Semple R. Dharmakumar Sotirios A. Tsaftaris 26 5 0 05 Sep 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 43 624 0 02 Aug 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 29 21 0 25 May 2020
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 21 13 0 11 Nov 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 51 156 0 11 Jun 2018