Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data

11 January 2018

Papers citing "Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data"

21 / 21 papers shown

Title
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 53 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 48 36 0 28 Jul 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration Valentin Comte Mireia Alenyá A. Urru Judith Recober A. Nakaki ... E. Eixarch F. Crispi Gemma Piella M. Ceresa M. A. G. Ballester 32 0 0 07 Jul 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 31 1 0 21 Feb 2023
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy Huiqiao Xie Y. Lei Yabo Fu Tonghe Wang J. Roper J. Bradley P. Patel Tian Liu Xiaofeng Yang MedIm 29 3 0 29 Aug 2022
Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning A. Zayed H. Rivaz 17 9 0 16 Oct 2021
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 33 14 0 20 Apr 2021
Test-Time Training for Deformable Multi-Scale Image Registration Wentao Zhu Yufang Huang Daguang Xu Zhen Qian Wei Fan Xiaohui Xie 27 24 0 25 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 19 19 0 05 Mar 2021
Self-Supervised Learning for Segmentation Abhinav Dhere J. Sivaswamy SSL 19 7 0 14 Jan 2021
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 16 63 0 29 Nov 2020
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 24 13 0 04 Nov 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 27 16 0 04 Oct 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 32 21 0 25 May 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 81 0 20 Jan 2020
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping Sharib Ali J. Rittscher MedIm 21 13 0 16 Aug 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 23 78 0 10 Jul 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 26 585 0 05 Mar 2019
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration Dongyang Kuang T. Schmah MedIm 25 94 0 22 Nov 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 37 381 0 11 May 2018